it capstone project ideas 2020

70+ Capstone Project Ideas for Information Technology

Are you an aspiring IT enthusiast looking for the perfect capstone project to showcase your skills and knowledge? You’ve come to the right place! In this blog, we’ve compiled a list of the best 70+ best capstone project ideas for information technology. These projects are not only great for learning but also perfect for building your portfolio. 

So, let’s dive right in and explore these exciting project ideas…

Table of Contents

20 Beginner-Level Capstone Project Ideas for Information Technology

• Website Portfolio : Create a personal website showcasing your skills, resume, and projects.
• Inventory Management System : Build a system to track and manage inventory for a small business.
• E-commerce Website : Develop a simple online store with product listings and a shopping cart.
• Blog Platform : Design a blogging platform with user registration and content management features.
• Student Management System : Create a system for schools to manage student records and grades.
• Task Tracker : Build a task management tool with features like task creation, deadlines, and status tracking.
• Weather App : Develop an application that displays real-time weather information for a user’s location.
• Expense Tracker : Create a tool for users to track their daily expenses and analyze spending habits.
• Chat Application : Build a real-time chat application with user authentication and messaging capabilities.
• Recipe Finder : Design an app that allows users to search for recipes based on available ingredients.
• Library Management System : Create a system for libraries to manage books, patrons, and checkouts.
• Social Media Dashboard : Build a dashboard that aggregates social media feeds and displays them in one place.
• Online Quiz System : Develop an online quiz platform with user registration and scoring features.
• Fitness Tracker : Create an app to track and analyze fitness-related data, including workouts and diet.
• Job Search Portal : Build a website where users can search for job listings and submit applications.
• Personal Finance Manager : Design a tool to help users manage their finances, including budgeting and expense tracking.
• Restaurant Reservation System : Create a system for restaurants to manage table reservations.
• Music Player : Develop a simple music player with features like playlists and playback controls.
• Car Rental System : Build a system for car rental companies to manage vehicle bookings.
• Online Learning Platform : Design a platform for online courses with user registration and course management.

25 Best Intermediate-Level Capstone Project Ideas for Information Technology

• Hospital Management System : Develop a comprehensive system for managing patient records, appointments, and billing for a hospital or clinic.
• E-learning Platform : Create a feature-rich online learning platform with video lectures, quizzes, and user progress tracking.
• E-commerce Marketplace : Build a multi-vendor e-commerce platform where many sellers can list and sell their products.
• Health and Fitness App : Design an app that tracks users’ health metrics, offers workout plans, and provides nutritional guidance.
• Travel Booking Portal : Develop a website that allows users to search different activities for their vacations.
• Inventory Optimization System : Create an advanced system that uses data analytics to optimize inventory management for businesses.
• Social Media Analytics Tool : Build a tool that analyzes social media data and provides insights into user engagement and trends.
• Job Matching Platform : Develop a platform that matches job seekers with suitable job openings based on their skills and preferences.
• Expense Report Automation : Create a system that automates the process of generating and submitting expense reports for employees.
• Smart Home Automation : Design a home automation system that allows users to control lights, security systems and appliances from a mobile app.
• Event Management Software : Build a tool for event planners to manage event details, invitations, and attendee tracking.
• Online Marketplace for Freelancers : Create a platform where freelancers can offer their services and clients can hire them.
• Language Learning App : Develop an app that helps users learn a new language through lessons, quizzes, and interactive exercises.
• Stock Portfolio Tracker : Build a tool for investors to track their stock portfolios, view market data, and receive alerts.
• Real Estate Listing Website : Create a website for real estate agents to list properties and for users to search for homes.
• Customer Relationship Management (CRM) System : Develop a CRM software for businesses to manage customer interactions and sales leads.
• AI-Powered Chatbot : Build an intelligent chatbot that can answer user queries and perform tasks autonomously.
• Online Food Delivery Service : Create a platform for restaurants to accept online orders for food delivery or pickup.
• Expense Analysis Dashboard : Design a dashboard that provides in-depth analysis of a company’s expenses and financial data.
• Medical Diagnosis Assistant : Develop an AI-based tool that assists doctors in diagnosing medical conditions based on patient data.
• Smart Parking System : Create a system that helps users find available parking spaces in crowded urban areas.
• Virtual Reality (VR) Game : Develop an immersive VR game with engaging gameplay and stunning graphics.
• Agriculture Management Software : Build software to assist farmers in managing crop data, weather forecasts, and pest control.
• Music Recommendation System : Create a music recommendation engine that suggests songs based on user preferences and listening history.
• Blockchain-Based Voting System : Design a secure and transparent voting system using blockchain technology for elections.

26 Advanced-Level Capstone Project Ideas for Information Technology

• AI-Powered Healthcare Diagnosis : Develop an AI system capable of diagnosing a variety of medical conditions based on patient data, images, and medical history.
• Autonomous Drone Navigation : Create a system that allows drones to autonomously navigate complex environments, such as cities or forests.
• Predictive Maintenance for Industrial Equipment : Build a predictive maintenance platform that uses IoT sensors and machine learning to predict when industrial equipment will require maintenance.
• Natural Language Processing (NLP) Chatbot for Legal Consultation : Develop a chatbot that can provide legal advice and information by analyzing legal documents and answering user queries.
• AI-Enhanced Cybersecurity : Create a cybersecurity solution that uses artificial intelligence to detect and respond to advanced threats in real-time.
• Blockchain-Based Supply Chain Management : Design a supply chain management system that uses blockchain technology to enhance transparency and traceability.
• Smart City Infrastructure Management : Develop a comprehensive system for managing and optimizing various aspects of a smart city, such as traffic, energy, and waste management.
• Biometric Security System : Build a biometric authentication system that uses facial recognition, fingerprint scanning, or iris scanning for secure access control.
• Virtual Reality (VR) Healthcare Training : Create VR simulations for medical professionals to practice surgeries, patient care, and medical procedures.
• Predictive Analytics for Financial Markets : Develop a predictive analytics tool that forecasts stock market trends, commodity prices, or currency exchange rates.
• Advanced Image and Video Processing : Work on advanced image and video processing techniques, such as object recognition, deep learning-based image enhancement, or video summarization.
• Autonomous Vehicle Control : Design software and hardware systems for autonomous vehicle control, including self-driving cars and drones.
• Smart Energy Grid Optimization : Create a system to optimize energy distribution and consumption in a smart grid network.
• AI-Driven Personalized Marketing : Develop a marketing platform that uses machine learning to personalize advertisements and content for users.
• Biomedical Data Analysis : Work on projects involving the analysis of large-scale biomedical data, such as genomics, proteomics, or medical imaging.
• AI-Based Language Translation : Build a language translation tool that uses neural networks and deep learning to provide highly accurate translations.
• Advanced Robotics and Automation : Develop robotic systems with advanced capabilities, such as autonomous navigation, manipulation, and human-robot interaction.
• 3D Printing Automation : Create a system that automates 3D printing processes for manufacturing and prototyping.
• Predictive Healthcare Analytics : Build a platform that analyzes patient data to predict disease outbreaks, patient outcomes, and healthcare resource needs.
• Advanced Natural Language Understanding (NLU) : Develop a system that goes beyond traditional NLP by understanding context, nuances, and user intent in text and speech.
• Augmented Reality (AR) Educational Apps : Create AR applications for education, offering interactive and immersive learning experiences.
• Advanced Data Visualization : Develop sophisticated data visualization tools that allow users to explore and analyze complex datasets.
• Quantum Computing Algorithms : Work on algorithms and applications for emerging quantum computing platforms.
• Deep Learning for Drug Discovery : Use deep learning models to accelerate drug discovery processes and predict potential drug candidates.
• Autonomous Agricultural Machinery : Build autonomous farming equipment that can perform tasks like planting, harvesting, and monitoring crop health.
• AI-Driven Personalized Healthcare : Develop a healthcare platform that offers personalized treatment recommendations and health monitoring based on individual patient data.

Final Words

These capstone project ideas cover a wide range of topics within information technology, from web development to database management and app creation. Choose a project that aligns with your interests and skills, and don’t forget to document your progress along the way. Completing a capstone project not only demonstrates your abilities but also provides valuable experience for your future career in IT.

Remember, the key to a successful capstone project is to stay motivated, break the project into manageable tasks, and seek help or resources when needed. With dedication and effort, you’ll have a fantastic project to showcase your IT skills to potential employers or clients. Good luck with your capstone project journey!

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30 Unique Capstone Project Topics for Information Technology

In this article, our team has compiled a list of 30 unique capstone project topics for information technology and related courses. The projects listed below are capstone project ideas for a variety of industries and operating sectors. The article’s content may aid future researchers in coming up with distinctive capstone project ideas.

• Web and Mobile Based Food Recipe Finder

Food is one of the basic needs of humans. In today’s generation, cooking food has become a lot easier given that there are a lot of recipes available. A recipe is a set of instructions on how to prepare and cook the food. The food recipe consists of the materials and ingredients needed to prepare and the step-by-step process needed to cook the food. Conventionally, people rely on recipe books or the internet to search for recipes to guide them as they cook. For every one is not capable of memorizing the food recipe. Although the aforementioned methods are reliable the problem is it is not highly accessible and available on time. The user would need to spend time and effort to look for recipe books or online resources where they can get the recipe.

The capstone project, “Web and Mobile-Based Food Recipe Finder” is designed as a platform where different food recipes are displayed and stored. The main goal of the project is the implementation of the Web and Mobile-based Recipe Finder. The project aims at the automation of finding food recipes. The system will ease up and simplify the process which will save valuable time and effort for the users.

• Self-Driving Car Simulation in Unity3D

Automation of cars helps reduce fatal accidents and traffic incidents on road. A study showed that most car accidents on road were caused by faulty driving behavior of the drivers. The goal of self-driving cars was to outperform humans in driving to reduce the risk and fatal accidents caused by the dangerous driving behavior of drivers.

Self-Driving Car Simulation in Unity3D is a capstone project designed to train cars to self-drive using simulation in Unity3D. The researchers will develop a simulated environment having real physics the car encounters when driven in the real world. The main goal of the project is to design and develop a prototype to make self-driving cars more efficient and to outperform humans. The researchers will develop AI algorithms and test them in the simulated environment to efficiently train cars to self-drive before implementing it in real cars.

• Vehicle Speed Detection System

Vehicle overspeeding is one of the main reasons for all fatal accidents on the roads. The local government and Land Transportation Office are in continuous search of an effective system to monitor and detect speeding vehicles. There is an intensified need to implement a system that will combat and reduce fatality in road accidents caused by speeding vehicles. The Vehicle Speed Detection System is a capstone project designed to monitor and detect vehicle’s speeds while on road. This project is an innovative solution to reduce problems caused by vehicular overspeeding.

This project is designed with sensors and GSM to integrate information and alert system in terms of the vehicle’s speed. The vehicle will have a sensor placed in the wheel that detects whenever the vehicle exceeds the proposed speed limit. The signal detected that indicates overspeeding will be sent to the traffic admins and officers using GSM. The main goal of the researchers is to design, develop and implement an advanced Vehicle Speed Detection System that is extremely efficient in addressing problems cause by vehicle speeding violators. With the innovative system, early detection of overspeeding vehicles will be detected that will help lessen road problems and road accidents caused by overspeeding.

• Greenhouse Management System using Sensors and Mobile Application

The capstone project, entitled “Greenhouse Management System using Sensors and Mobile Application” is designed to automate the process of monitoring and managing greenhouse environments. In today’s dynamically changing world, farmers have embraced greenhouses where farmers cultivate crops in greenhouse environments where all environmental parameters are adjusted based on crops types. However, farmers still face difficulties in monitoring, controlling, and managing the greenhouse environment in terms of temperature, light, humidity, etc.

With the development of the project, the farmers will be able to monitor, control and manage the greenhouse environment anytime and anywhere. The researchers will develop a greenhouse management system integrated with sensors like humidity, temperature, and light sensors. The farmers also can monitor and control the greenhouse environment using the mobile application which is easier and convenient.

• Facial Expression Recognition for Determining Mental Health Issues using Machine Learning

According to a study, human emotion plays an extremely important role in interpersonal communications and human social life. Also, facial expression is one of the early indicators to detect Mental Health Issues. Thus, a need for an accurate and reliable facial expression recognition system is needed to help diagnose the early stages of Mental Health Issues.

The researchers of the study generally aim to design and develop a Facial Expression Recognition for Determining Mental Health Issues using Machine Learning. The system is designed to be embedded with universal expressions such as but not limited to anger, fear, sadness, happiness, or neutral expression. The software uses a camera to detect the facial expression of the user and then the system will correct read facial expression of the user as well as determine early signs of mental health issues using machine learning. The system is effective in detecting and diagnosing patients early before their mental health issues turn into serious psychological problems.

• Blood Type Identification using Machine Learning

Accurate recognition of blood type will come in handy in case of emergency blood transfusions. However, not everyone knows their blood type especially the compatibility for blood transfusion. Usually, people rely on traditional blood testing to know their blood type which is not ideal for emergency blood transfusion cases. There is a need for the development of a fast and efficient method to test blood type which automatically generates the result.

As a response, the researchers proposed the development of Blood Type Identification using Machine Learning. The main goal of the project is to program a system using machine learning that is capable to accurately categorize different blood groups only for a short period. The system will offer a timely generation of the blood type result which is very ideal during emergencies. Also, the system will eliminate the human errors in reading the blood test result for it will be replaced with smart detection using machine learning.

• Bluetooth based Home Automation using Arduino

As we move forward to a more technologically driven world, almost everything became automated. From the way we communicate down to accomplishing our daily tasks and activities are all aided by technology. Even at home, everyone wanted to save time and energy in doing tasks and home activities. This prompted the call for a home automation system.

The capstone project, entitled “Bluetooth Based Home Automation using Arduino” is designed to help homeowners transitioned to home automation. The Home Automation will be using Arduino wherein appliances at home are connected to the Arduino board. The homeowner can maneuver the appliances at home using their mobile devices which are connected to the Arduino in a Bluetooth-based manner. The Home Automation system is extremely efficient and not only helps to decrease human labor but it also saves time and energy.

• Web and Mobile Based Agricultural Assistant

The advent of computer technologies is the reason behind the improvement of every industry and institution and the agriculture field is no exception. Technological advancements are the driving force behind the improvement in the agricultural field. It introduces a systematic approach to increase efficiency in agricultural productivity.

The capstone project entitled “web and Mobile Based Agricultural Assistant” is designed to assist farmers to improve agricultural farmers and assist to increase the volume of agricultural products and food production. The system will seamlessly aid the farmers with managing the growth of the plants by identifying early plant diseases, controlled irrigation, and optimal use of fertilizers and pesticides.

• Autopilot System Using Artificial Intelligence

Autopilot System Using Artificial Intelligence is a capstone project intended to reduce the manual labor needed in operating an aircraft. The system uses AI which is capable to control and maneuver the movement of the aircraft following the safety parameters and flight plan. Conventionally, an aircraft is solely controlled by an aircraft pilot. However, as technology advances, the development of autopilot became popular.

The development of the system will assist the aircraft pilot in controlling the movement of the plane during the flight. The system is capable of maintaining the direction and height of the plane as it follows the flight route. The pilot automation is extremely effective using artificial intelligence. The system is efficient, accurate, and reliable to use during plane flights.

• Face Mask Recognition System using MATLAB

Due to the COVID-19 pandemic, individuals wearing face masks have become a common scenario in the public service areas. The coronavirus disease 2019 is categorized as highly contagious and transmitted through close contact and via aerosol and respiratory droplets. With this, the government released health protocols that include wearing face masks to help limit the spread of the virus.

The researchers of the study aimed to develop a Face Mask Recognition System using MATLAB. The system is capable of detecting faces that are utilizing face masks. The main goal of the project is to auto-detect face masks using MATLAB. The system will increase the probability of mitigating the spread of the virus from a one-to-another person. The system will resolve the accuracy and speed identification problems that are encountered in the pre-existing Face Mask Recognition Systems.

• Kidney Stone Diagnosis using Image Process Algorithms

Kidney stone is a very common urological disease. Kidney stones are formed due to excess minerals and salts in the body. Usually, the detection of kidney stones is visualized through CT images and ultrasounds. However, the segmentation accuracy is quite challenging due to its variety of size, shape, and location. Thus, there is a need to develop a system that increases the accuracy of segmentation and prioritizes solely the detection of kidney stones when processed.

The capstone project, titled “Kidney Stone Diagnosis using Image Processing Algorithms” is intended to be used in the early detection and diagnosis of kidney stones. The system is efficient for the accurate segmentation of kidney stones. The implementation of the system can reduce the noise and unwanted regions in processing kidney images of patients. The system has a good detection which is significant for kidney stone diagnosis.

• University Forum Web Application

The capstone project, “University Forum Web Application” is an online platform for discussion and online learning engagement for university students. Conventionally, students are in four walled-corner classrooms to acquire knowledge and discussion from learning facilitators. The conventional method limits the student from honing their knowledge and interacting with other students. In today’s technologically advanced world, educational institutions should adapt technology-assisted discussion and learning forums to extend the traditional face-to-face method.

The web application forum will allow university students to share ideas, discussion, and peer-to-peer learning for enhancing student learning. The development of the web application will allow students to conduct online discussion forums. The web application is expected to enable flexible and independent learning. Students also will be able to construct knowledge independently and develop critical thinking skills.

• Leaf Disease Identification using Machine Learning

The agriculture sector is our greatest source of food production. However, some challenges impede the yield of crop production such as soil fertility, availability of water, climate, and diseases or pests. In this study, the researchers will focus on resolving the issue of leaf diseases that causes plants to deteriorate and affect the volume of crops being yielded. The researchers generally aim to design and develop a Leaf Disease Identification using Machine Learning.

The capstone project, entitled “Leaf Disease Identification using Machine Learning” is designed to detect and identify leaf diseases the plants might possess. The researchers will integrate emerging technologies like image processing to recognize and classify crop leaf diseases. The disease identification will start in the crop’s leaf for it is greatly affected when the plant develops a particular type of disease. The researchers will focus on utilizing four consecutive stages such as pre-processing, leaf segmentation, feature extraction, and classification to discover the type of disease.

• Solar Powered Wireless Auto Valve Actuation in Drip Irrigation System

Water is one of the essential needs in agriculture. It helps the crops grow and allow farmers to yield a volume of crop production. The most common problem that farmers encounter is the irrigation system in the farm. The growing scarcity of water is one of the major challenges for agriculture. Conventionally, large farms rely on traditional flood-type irrigation systems and water use which consumes a volume of water resources. The said method is highly inefficient with low water productivity, and cannot ensure long-term sustainable food security.

As a response, the researchers aimed to develop a Solar Powered Wireless Auto Valve Actuation in Drip Irrigation System. The said project is designed to eliminate the traditional irrigation system and replaced it with a Drip Irrigation system. The Drip Irrigation system will be automated using the solar-powered auto valve actuation. The proposed project is the most ideal in preventing water scarcity for it only provides water to the crop root zone, where it can be utilized most effectively. This way, water resources will be saved at the same time providing efficient irrigation to the crops.

• Traffic Management for Emergency Vehicle Movement

Nowadays, the increasing number of vehicles results in unending traffic congestion problems. Traffic flow slows down when the number of vehicles travels on the road increases or the roadway capacity decreases due to various reasons. Most vehicles are congested in road intersections which make it difficult for emergency vehicles to pass by. Emergency vehicles like ambulances and fire trucks will have no choice but to be stuck in a traffic jam which causes delays in reaching their destination. This scenario in road traffics will greatly affect the services of emergency vehicles which can lead to loss of property and valuable lives.

With this, the researchers proposed the project entitled,” Traffic Management for Emergency Vehicle Movement”. This project is designed to schedule emergency vehicles in traffic. The researchers will develop a system integrated with distance calculation and visual sensing methods to detect emergency vehicles on road. The system will then send the information of the emergency vehicles to the traffic management center which will serve and grant emergency access with less delay. This approach will allow emergency vehicles to better serve their purpose to save properties and lives.

• Classroom Learning Management using Augmented Reality

Technological advancements have dramatically changed the world we live in. Different innovative technologies emerge that are extremely useful for various tasks and operations. As of today, augmented reality has quickly become one of the most popular innovative technologies. The usage of augmented reality has increasingly become popular in various fields such as business sectors, medical field, educational sector, etc. Augmented reality allows people to interact with an enhanced real-world environment. This paper concentrates on the use of Augmented Reality in the educational sector.

The capstone project, “Classroom Learning Management using Augmented Reality” is intended to be used by schools. The researchers aim to design a classroom learning management system that uses augmented reality technologies. The use of AR for classroom learning can promote interactive experiences for students with schoolwork, encourage collaboration between students, improve motivation; increase learning gained by students, and improved learning attention and retention of students.

• Soil Analysis Technique: NPK Detection using IoT

Soil analysis is a critical activity in the field of agriculture since the soil is the place where crops grow. Soil Analysis is the process of assessing soil fertility and nutrient level. This is to determine the amount of fertilizer needed to supplement the exact amount of nutrients needed by the crops to grow and prosper.

The capstone project, “Soil Analysis Technique: NPK Detection using IOT” is designed to advance the process of analyzing soil quality to grow crops and products. The researchers proposed a system that concentrates in accurately detecting N, P, K soil nutrients which are essential requirements to grow crops. The device will detect the NPK nutrients present in the soil samples and will then use IoT-based analysis to provide the soil analysis report. The device will help a farmer determine and use the best-suited fertilizer to enhance the growth of crops.

• Fruit Grading Application using Machine Learning Algorithms

Fruit grading is the process in which fruits are sorted and categorized according to size, shape, color, and volume. Grading fruit is essential to fetch a high price in the market. Conventionally, fruit grading is done using the traditional manual grading system which consumes valuable time and effort. Manual grading seriously challenged the agriculture industry due to its laborious nature as well as inconsistency in the inspection and classification process. There is a need for an advance and automated system to streamline the process of fruit grading.

With this, the researchers aimed to develop and implement a Fruit Grading Application using Machine Learning Algorithms. The said project is developed as a solution for automating the visual inspection of fruits’ freshness and appearance. The app will efficiently segment multiple instances of the fruits such as size, shape, and color from an image and then grades the individual fruits accurately. The proposed application is much more ideal than the traditional grading system for it is time-efficient and less laborious to grade fruits.

• Greenhouse Automation using Arduino

Nowadays, the use of a greenhouse environment to grow crops has become popular. In a greenhouse, for the crops to grow healthily, there are a lot of parameters that should be taken into consideration such as the greenhouse’s temperature, humidity, light, and water. Conventionally, these parameters are monitored and controlled by farmers manually which is highly inefficient. There is an obvious need for technological intervention in managing greenhouses.

The development of the Greenhouse Automation using Arduino was proposed by the researchers. The project will streamline the monitoring and controlling of greenhouse’ temperature, humidity, light, and water. The proposed system is highly efficient in maintaining an environment that the crops needed to grow with good quality. The project offers a fully automatic system in the greenhouse environment. With the use of Arduino, different equipment in the greenhouse will be automatically turned on and off.

• Smart Public Transport System

No matter how cliche it is but time is gold in this fast-moving and fast-changing world. People tend to resort to time-saving yet efficient ways to accomplish their tasks and daily activities. One of the common problems of every individual is the time consumed whenever they ride public transportation. The passengers in public transportation like buses are forced to wait in the bus stations for the arrival of buses which caused them valuable time especially if there are delays.

The wastage of time by waiting for the buses to arrive can be prevented by implementing a Smart Public Transportation System. Through the system, the passengers can access information about the schedule of the bus’ arrival as well as schedule their time when to ride the bus to save time and effort. The system is also capable of detecting overspeeding of public vehicles which will prevent fatal road accidents. The system is designed to ease up and simplify the overall operations of public transport management for both the passengers and public transportation administrators.

• Smart Garbage Bin with SMS Support

At present, the waste problem is still prevalent. The increasing population results in a massive amount of waste. With the massive amount of garbage, waste management became challenging that even garbage bins are becoming inefficient in handling waste materials. The government is in continuous search of a solution to the arising waste management problem.

As a response to this undying problem in waste management, the researchers of the study proposed the development of the “Smart Garbage Bin with SMS Support”. The project is an innovative method of managing waste materials. The researchers designed the garbage bins with the capability to recognize different types of waste materials. This is through installing a smart system inside the garbage containers that uses sensors, image recognition, and artificial intelligence to recognize waste. The smart bins are also consisted IoT enabled sensors, which work as real-time indicators to determine if the bins are full or not, and have SMS support to notify if the bin is ready to be emptied. The smart bin is capable of handling the volume of waste and manages it accordingly.

• Fatigue Detection using Facial Recognition Approach

Fatigue is an increasingly common problem, it is the feeling of constant tiredness or weakness either physically and mentally or both. Experiencing fatigue can result in inefficiencies or worst to accidents. For example, fatigued drivers are prone to accidents; fatigued workers may commit errors, and will be inefficient in work. Fatigue is a serious problem yet few methods are used for detecting early signs of fatigue.

The capstone project, entitled “Fatigue Detection using Facial Recognition Approach” is a project concentrated on driver’s fatigue detection. The system is designed to detect early signs of fatigue such as yawning, drowsiness of eyes, and other signs that the driver is experiencing fatigue. The signs will be detected using facial recognition installed in the vehicle. The system will give drivers an early warning that they need to take a break for safe travel.

• Garbage Detection using Vision System

Poor garbage management is a threat to the environment and human health. As of today, we can still see a lot of garbage littered on the ground. The problem of proper garbage management is still prevalent and causes a serious problem to the community. The government is searching for an innovative approach to ease up and efficiently detect, classify and dispose of garbage. In line with this, the researchers proposed the development of the “Garbage Detection using Vision System.” The main goal of the project is to automate detection and spot garbage that is littered on the ground.

With the implementation of the system, garbage can be spotted and detected easily. The vision system uses various techniques with the real-time captured image for garbage detection to find if any garbage is present. The system will then classified the garbage as recyclable, biodegradable, and non-biodegradable. If the vision system detects biodegradable and non-biodegradable waste it will be redirected to their proper containers and recyclable waste materials will process for recycling. The system is efficient, accurate, and reliable.

• Student Performance based on Data Mining Techniques

The researchers assess the current method used by educational institutions in tracking and monitoring the academic performance of students and see room for improvements. Learning facilitators usually collect academic records of students using the manual approach which is inconvenient and prone to human errors.

In this study, the researchers will concentrate on tracking students’ performance using Data Mining Techniques. The system will map students’ records and determine the pattern in students’ performance. The system will classify students based on their demographic such as gender, origin, GPA, and grades per subject. The system is efficient in obtaining accurate student performance that will help schools in designing programs to further improve the student’s performance.

• Early Warning Flood Forecasting with SMS Support

Flooding can be devastating if the community is unprepared. It will lead to massive loss of life and properties. Conventionally, the local authority delivers information to the community via word-of-mouth, television news, radio broadcasts, and other media in which information does not spread easily and reaches the public for warnings. What the people need is an early warning for possible floods during the disaster to avoid losses.

With this, the researchers proposed the capstone project “Early Warning Forecasting with SMS Support”. The system is capable of sending early warning flood forecasts to help people be updated and prepare safety measures during floods. The system has SMS support which will be sent to the users for updates about the flood. This innovative system is extremely useful and dependable, particularly when the user is not browsing the system but still receives updates. The system will serve as a warning system during flood occurrence.

• Mobile Healthcare Application with Medicine Reminder

The capstone project entitled, “Web and Mobile Based Health and Nutrition Application” is an application purposely designed for health care purposes. The said project will guide the users in taking care of and monitoring their health. They can also interact with health professionals if they can clarifications and questions regarding their health status. The mobile application will have an alarm feature that users can use to remind them to take their medicines. Conventionally, patients personally consult health professionals to seek proper health advice. Patients may face difficulties if they will only rely on this method, they will probably encounter physical barriers and time constraints.

With the implementation of the mobile application, the patients will have a highly accessible and available healthcare application that will assist them in monitoring their health with the aid of virtual health professionals. The patients also would not need to remember the schedule in taking their medicines as well as the dosage for the system will automatically send them a reminder. The patients would only need to set the time for alarm as well as the dosage of the medicine to take in the mobile app.

• Artificial Intelligence Project Vehicle Detection and Counting

The main goal of the project is to design, develop and implement a Vehicle Detection and Counting System using artificial intelligence. The researchers specifically aim to ease up detection and accurately count numbers of vehicles on the highway, advance the method used in detecting vehicle size and weight by using AI and accurately accumulate data regarding numbers of vehicles for efficient highway management.

The capstone project, entitled “Artificial Intelligence Project Vehicle Detection and Counting” is designed to automate and advance the methods used for vehicle detection and counting. As of today, difficulties in detecting vehicles due to varying sizes are still prevalent. Counting numbers also of vehicles for efficient highway management is challenging. Thus the researchers proposed the development of the Artificial Intelligence Project Vehicle Detection and Counting to streamline the aforementioned highway processes and operations. The proposed system can provide higher detection accuracy, especially for the detection of small vehicle objects as well as accurate counting of vehicles on road.

• Android Based Controlled Vacuum Cleaner Machine

As the world became highly smart and advance, automation of tasks and activities is very common nowadays. The most common are the tasks and activities at home which are almost technology-assisted. One of these is cleaning the floor. There are a lot of emerging technologies today like smart floor cleaners that homeowners can use. However, these technologies are quite expensive. Thus, the researchers proposed a less expensive smart way to ease up and simplify the task of cleaning and mopping the floor at home. The researchers proposed an android-based controlled vacuum cleaner machine.

The main goal of the researchers is to offer a much easier and efficient but less expensive method in vacuuming at home. The researchers will design a vacuum cleaner machine that can be controlled using only an android device. The vacuum cleaner and the mobile application will have a wireless connection with the help of Arduino. The user will be able to operate the vacuum cleaner using only the android phone which is simpler, easier, and convenient.

• Smart Agriculture using Artificial Intelligence

Agricultural operations have evolved and use creative IT solutions to support them in their operations, no matter how hands-on they are. Agriculture makes use of information technology to help with crop management, pest control, quality control, and integrated disease management throughout the food value chain.

The capstone project, entitled “Smart Agriculture using Artificial Intelligence” is a means to highly automate agricultural operations. The agriculture sector will employ artificial intelligence (AI) to help detect plant diseases, pests, and poor plant nutrition on farms. Agriculture’s future and expansion will be fueled by technological breakthroughs and smarter means. The system will use AI to cover all operations related to agriculture. The development of the system will improve agricultural accuracy and increase productivity.

• Handwritten Character Recognition using OCR Technology

The usage of OCR technology is quite popular due to its capability in extracting text from paper. However, there is a limit to the pre-existing OCR technology and that is it can’t read handwritten text. The researchers have seen this room for the improvement of OCR technology. Thus, the researchers proposed the development of the Handwritten Character Recognition using OCR Technology.

The main goal of the researchers is to design, develop and implement a Handwritten Character Recognition using OCR Technology. The researchers specifically aim to introduce a new feature of OCR which can recognize handwritten text. The researchers aimed to introduce a highly efficient, accurate, and reliable tool to extract handwritten text from paper.

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60+ Inspiring Capstone Project Ideas for STEM Students: Unlocking Excellence

• Post author By admin
• October 3, 2023

Discover a range of innovative and challenging capstone project ideas for STEM students.

Hey there, STEM enthusiasts! We get it; you’re not just studying science, technology, engineering, or math – you’re living it.

And now, you’ve reached that thrilling moment in your academic journey: the capstone project. It’s like the grand finale of a spectacular fireworks show, where all your hard-earned knowledge bursts into a brilliant display of real-world application.

But hold on – choosing the right capstone project can feel a bit like picking your superpower for the future. Exciting, right? Well, that’s where we come in.

In this guide, we’re serving up a buffet of capstone project ideas specially crafted for STEM students like you. We’ve got everything from mind-bending tech wizardry to earth-saving eco-innovations.

Whether you’re into building robots that might just take over the world (kidding!) or exploring the mysteries of the human genome, we’ve got you covered.

So, let’s ditch the ordinary, embrace the extraordinary, and find that one project that’s going to make your STEM journey legendary. Ready to dive in? Let’s roll!

Table of Contents

What is Capstone Project Ideas for Stem Students?

Alright, listen up, STEM folks! Capstone projects? They’re like the big, epic finale of your journey through science, tech, engineering, and math. It’s where you get to flex those brain muscles and apply everything you’ve soaked up in the classroom to real-life challenges.

But here’s the kicker: picking the right project? It’s kind of a big deal. This ain’t just any old assignment; it’s your chance to shape your future career path.

So, in this article, we’re not just scratching the surface – we’re diving headfirst into a treasure trove of Capstone Project Ideas, tailor-made for STEM students.

Our mission? To help you find that spark, that “a-ha” moment, that will light up your academic journey. Ready to roll? Let’s do this!

Importance of Capstone Project Ideas for Stem Students

Alright, buckle up because we’re diving into why Capstone Projects are like the secret sauce of STEM education. These projects are a big deal, and here’s why:

Putting Knowledge to Work

You know all that stuff you’ve been learning in your STEM classes? Capstone projects are where you finally get to roll up your sleeves and put that knowledge to practical use. It’s like taking a test, but the real world is your exam paper.

Mixing It Up

STEM isn’t just one thing; it’s a melting pot of science, tech, engineering, and math. Capstone projects are like your chance to be the mad scientist mixing all these disciplines to cook up something amazing. It’s where you see how different fields can work together to solve complex problems.

Unleash Your Inner Genius

Remember those crazy ideas that kept you awake at night? Capstone projects give you the green light to bring those ideas to life. They’re all about innovation and letting your creativity run wild.

Hands-On Learning:

Forget about textbooks and lectures for a moment. Capstone projects are where you get your hands dirty (figuratively, most of the time). You learn by doing, and that’s an experience you can’t put a price on.

Becoming Sherlock Holmes

Investigating, researching, and analyzing data become your superpowers. Capstone projects turn you into a detective, seeking answers and solving mysteries.

Boss-Level Skills

Ever heard of project management and teamwork? Capstone projects are like your crash course in these essential skills. You learn how to work in a team, meet deadlines, and communicate like a pro.

Finding Real-World Problems

Capstone projects aren’t just for grades; they’re about addressing real-world problems. You become a problem-spotter, finding issues in your field that need fixing.

Supercharging Your Resume

Completing a Capstone Project is like having a golden ticket on your resume. Employers love seeing that you’ve tackled a real-world challenge and come out on top.

Changing the Game

Sometimes, your Capstone Project isn’t just a project; it’s a game-changer. You might stumble upon something so cool that it pushes the boundaries of what’s known in your field.

Opening Doors

Collaborating with experts and industry pros isn’t just a possibility; it’s often a reality in Capstone projects. These connections can open doors to your future career.

Making a Real Difference

And here’s the kicker – some Capstone Projects aren’t just about you; they’re about making the world a better place. Whether it’s in healthcare, sustainability, or technology, your project can have a positive impact on society.

Showcasing Your Awesomeness

Completed Capstone Projects are like trophies. They’re proof of what you’re capable of and a source of inspiration for future STEM students.

In a nutshell, Capstone Projects are like the stage where you step into the spotlight and showcase your STEM superpowers.

They prepare you for the real world, fuel innovation, and help move the needle in science and technology. So, get ready to rock your Capstone journey!

Capstone Project Ideas for Stem Students

Have a close look at capstone project ideas for stem students:-

Engineering and Technology

• Solar-Powered Gadgets: Design solar-powered phone chargers, backpacks, or outdoor lighting.
• Autonomous Robots: Create a robot for search and rescue operations or autonomous delivery.
• Smart Home Automation: Develop a home automation system that responds to voice commands.
• 3D Printing Advancements: Research and improve 3D printing materials and techniques.
• Electric Vehicle Prototypes: Design electric bikes, scooters, or small urban electric vehicles.
• Aerospace Innovations: Develop drones for agricultural monitoring or low Earth orbit satellites.
• Renewable Energy Innovations: Build a small-scale wind turbine or experiment with tidal energy.
• Biomedical Breakthroughs: Invent wearable medical devices for remote patient monitoring.
• Environmental Conservation Initiatives: Create an app to report and track environmental issues in your community.
• Robotics and Automation: Design a robotic system for assisting individuals with disabilities.

Biotechnology and Healthcare

• Genetic Engineering: Engineer bacteria for biodegradable plastics production.
• Telemedicine Solutions: Create a telemedicine platform for mental health support.
• Drug Discovery Algorithms: Develop algorithms to predict potential drug interactions.
• Biomedical Imaging Enhancements: Improve MRI or ultrasound imaging technology.
• Prosthetic Limb Innovations: Design advanced prosthetic limbs with sensory feedback.
• Stem Cell Therapies: Research the use of stem cells in regenerative medicine.
• Precision Medicine Tools: Develop tools for tailoring medical treatments to individual genetics.
• Medical Data Privacy Solutions: Create secure systems for handling sensitive medical data.
• Healthcare Access Apps: Design apps for improving healthcare access in underserved areas.
• Virtual Reality in Healthcare: Develop VR simulations for medical training and therapy.

Environmental Science and Sustainability

• Eco-Friendly Building Solutions: Construct green buildings with innovative energy-saving features.
• Waste Reduction Initiatives: Implement a smart waste management system in urban areas.
• Clean Water Technologies: Invent low-cost water purification systems for rural communities.
• Climate Change Mitigation Strategies: Develop strategies for reducing carbon emissions in industries.
• Urban Green Spaces: Create plans for urban parks and green spaces to combat urban heat islands.
• Renewable Energy Storage: Investigate novel methods for storing energy from renewable sources.
• Sustainable Agriculture Solutions: Design vertical farming systems for urban food production.
• Marine Conservation Innovations: Develop technologies to protect and restore marine ecosystems.
• Biodiversity Monitoring Tools: Create apps and devices for monitoring wildlife populations.
• Renewable Energy Education: Develop educational programs to raise awareness about renewable energy.

Computer Science and Data Science

• AI-Powered Language Translation: Build a language translation tool that uses AI to enhance accuracy.
• Machine Learning for Healthcare Diagnostics: Develop ML models for early disease detection.
• Cybersecurity Advancements: Create an AI-driven cybersecurity platform for threat detection.
• Data Analytics for Social Impact: Analyze data to identify social issues and propose solutions.
• Quantum Computing Algorithms: Design quantum algorithms for solving complex computational problems.
• Blockchain Applications: Develop blockchain-based systems for secure transactions or voting.
• Virtual Reality for Education: Build immersive VR educational experiences for students.
• IoT in Smart Cities: Create IoT solutions for improving urban infrastructure and services.
• Natural Language Processing Chatbots: Design chatbots that assist with customer service or information retrieval.
• Data Visualization for Climate Change: Develop visualizations to communicate climate data effectively.

Space Exploration and Astronomy:

• CubeSat Missions: Plan and execute CubeSat missions to study Earth’s atmosphere or space phenomena.
• Exoplanet Discovery Tools: Create algorithms and tools for identifying exoplanets.
• Astrobiology Research: Investigate extreme environments on Earth as analogs for extraterrestrial life.
• Space Tourism Initiatives: Design spacecraft or systems for commercial space travel.
• Asteroid Impact Mitigation: Develop strategies for deflecting potentially hazardous asteroids.
• Lunar Base Planning: Create blueprints for sustainable lunar bases or habitats.
• Satellite-Based Earth Monitoring: Build sensors and instruments for monitoring Earth from orbit.
• Space Debris Cleanup Technologies: Engineer systems for removing space debris.
• Mars Colony Concepts: Design habitats and infrastructure for future Mars colonies.
• Astronomy Outreach Apps: Develop apps for stargazing and astronomy education.

These project ideas offer a wide spectrum of exciting possibilities for STEM students to explore and contribute to their respective fields.

What are the capstone topics for stem?

STEM capstone topics are typically broad and interdisciplinary, and they allow students to apply the knowledge and skills they have learned throughout their STEM education to solve a real-world problem. Some examples of capstone topics for STEM students include:

• Developing a new way to generate renewable energy
• Designing a more sustainable transportation system
• Creating a new medical device or treatment
• Developing a new software application or algorithm
• Improving the efficiency of a manufacturing process
• Reducing the environmental impact of a product or service
• Developing a new educational program to teach STEM concepts
• Designing a more accessible and inclusive community
• Addressing a social or economic challenge through STEM innovation

What is the Capstone Project for stem students?

Alright, so picture this: the Capstone Project for STEM (Science, Technology, Engineering, and Mathematics) students is like the thrilling climax of their academic adventure.

It’s where all that brainpower they’ve been accumulating throughout their STEM journey gets its moment to shine – by taking on actual, real-world problems.

Think of it as the ultimate challenge where they don’t just read about stuff in textbooks; they roll up their sleeves and get their hands dirty, so to speak. It’s the part where theory meets practice, and things get exciting.

Now, what’s on the menu for these projects? Well, it’s like a buffet of possibilities. STEM students can work solo or team up, and they might find themselves researching, tinkering, designing, or even inventing stuff. All with one goal in mind: making a tangible difference in their chosen STEM field.

But it’s not just about acing an assignment; it’s about preparing for their future careers. These projects teach them how to think critically, collaborate seamlessly, and confront real-world challenges head-on.

It’s not just education; it’s a taste of what awaits them in the dynamic world of STEM.

What is an example of a capstone topic?

Imagine having the power to foresee when a customer might bid farewell to a product or service. That’s customer churn, and it’s a puzzle that businesses need to solve.

Predicting customer churn is like having a crystal ball that helps identify customers at risk of leaving and take proactive steps to keep them on board.

So, what’s the scoop on this capstone project? It’s all about crafting a machine learning model that can predict customer churn based on past data. Businesses can use this model to pinpoint customers who might be on the verge of leaving and then craft personalized strategies to keep them happy.

But hold on, that’s just one flavor of the STEM capstone ice cream parlor. Here’s another tasty one in the realm of mechanical engineering:

Revolutionizing Prosthetic Limbs: Comfort and Functionality Redefined

Prosthetic limbs are like real-life superheroes for people who’ve lost their own limbs. But let’s be honest, there’s always room for improvement. This capstone project is a ticket to the world of designing and building a prosthetic limb that’s not just functional but also super comfortable.

Imagine this: cutting-edge materials, groundbreaking technologies, and innovative designs coming together to create a prosthetic limb that goes beyond expectations.

But hey, the STEM capstone universe is vast, and there are countless other galaxies to explore, such as:

• Powering the World with Renewable Energy: Dreaming up new ways to harness renewable energy sources and save the planet.
• Eco-Friendly Commutes: Crafting a sustainable transportation system for a greener tomorrow.
• Medical Marvels: Inventing groundbreaking medical devices or treatments to enhance healthcare.
• Software Wonders: Developing game-changing software or algorithms to simplify our lives.
• Manufacturing Efficiency: Streamlining production processes for greater productivity and sustainability.
• Environmental Guardians: Reducing the environmental impact of products or services for a cleaner Earth.
• STEM Education Revolution: Creating exciting educational programs to make STEM concepts accessible to all.
• Inclusive Communities: Designing communities that embrace diversity and accessibility.
• Tackling Global Challenges: Using STEM innovation to address complex social and economic issues.

When you’re choosing your capstone topic, remember it’s your chance to shine. Consider what tickles your curiosity, matches your skills, and aligns with your career dreams.

And don’t forget to have a chat with your advisor or mentor for some valuable insights and guidance. Happy capstone adventures!

How do I get ideas for a Capstone Project?

Check out how to get ideas for a capstone project:-

Explore Your Passions

Kickstart your idea quest by diving into your passions and interests. Think about what genuinely fires you up within your field of study. When you’re passionate about a project, it doesn’t feel like work; it feels like a thrilling adventure.

Real-World Challenges

Shift your focus to the real world. What are the burning problems or challenges that industries or communities are facing right now? Your Capstone Project could be the solution they’ve been waiting for.

Course Curiosity

Recall those “Aha!” moments in your classes. Were there topics or concepts that made you sit up and take notice? Delving deeper into one of these could be the start of a captivating project.

Seek Expert Guidance

Don’t be shy about tapping into the wisdom of your professors, advisors, or mentors. They’re like treasure chests of knowledge and can point you in the direction of intriguing project ideas.

Industry Insights

Take a virtual tour of your field’s online spaces. Look at industry blogs, forums , or websites to discover the latest trends, innovations, and hot topics. It’s like eavesdropping on the professionals’ secret conversations.

Team Brainstorming

If you’re up for it, consider teaming up with classmates. Sometimes, two (or more) heads are better than one. Brainstorm together to cook up a project idea that gets everyone excited.

Project Archives

Dive into the past. Check out previous Capstone Projects from your school or program. While you’re there, see if you can add a unique twist to a familiar topic.

Research Opportunities

Sneak a peek at what’s cooking in your department’s research labs or ongoing initiatives. Joining an existing project might be your ticket to becoming a project superstar.

Expert Interviews

Reach out to the experts. Conduct interviews or surveys with professionals in your field. Their insights might just be the inspiration you need.

Personal Stories

Reflect on your own life experiences. Has a personal challenge or journey sparked an idea? Sometimes, the best projects come from personal stories.

Social Good

Think about projects that can make the world a better place. Projects with a positive impact on society or the environment often feel incredibly rewarding.

Futuristic Tech

Explore the cutting-edge stuff. Keep an eye on emerging technologies or innovative approaches. Your project could be the next big thing.

Feasibility Check

While dreaming big is great, make sure your project idea is feasible within the confines of your program’s time, resources, and your own expertise.

Get Creative

Embrace creativity. Dedicate some time to brainstorming sessions. Let your imagination run wild, jotting down all those wild ideas. Later, you can sift through them to find the golden nuggets.

Remember, your Capstone Project should feel like an adventure, not a chore. Take your time, let the ideas simmer, and choose the one that makes your heart race with excitement.

That’s the idea that’s going to propel you to Capstone success. Happy brainstorming!

In wrapping up our exploration of Capstone Project ideas for STEM students, let’s remember that this journey is nothing short of thrilling. It’s a world brimming with opportunities waiting for your genius touch.

As you venture into this territory, keep your passions close at heart. Seek out those real-world challenges that ignite your curiosity and resonate with your values.

Don’t hesitate to lean on the wisdom of your mentors and peers for guidance; they’ve been there and have invaluable insights to share.

Whether you find yourself immersed in renewable energy, pioneering medical breakthroughs, or tackling societal issues head-on with STEM innovation, your Capstone Project is your chance to shine.

It’s your canvas to paint your ideas, your passion, and your creativity. It’s the first chapter in your journey to shaping a brighter future through STEM.

So, embrace the adventure, let your imagination soar, and embark on your Capstone Project journey with confidence. The world is waiting for your innovative solutions, and the possibilities are endless.

Your STEM story is just beginning.

Frequently Asked Questions

How do i choose the right capstone project for me.

Consider your interests, skills, and career goals. Choose a project that excites you and aligns with your future aspirations.

Are there any funding opportunities for Capstone Projects?

Many universities and organizations offer grants and scholarships for STEM projects. Research and apply for funding opportunities early.

Can I collaborate with other students on a Capstone Project?

Collaboration can enhance your project’s scope and creativity. Consult with your advisor and explore team projects.

What should I do if I encounter challenges during my Capstone Project?

Don’t hesitate to seek guidance from professors, mentors, or online communities. Challenges are opportunities for growth.

How can I make my Capstone Project stand out to potential employers?

Focus on innovation, documentation, and presentation. Showcase your problem-solving skills and the real-world impact of your project.

What’s the importance of networking during my Capstone Project journey?

Networking can open doors to opportunities, mentorship, and industry connections. Attend conferences and engage with professionals in your field.

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Top 10 Capstone Project Titles for Information Technology from Our Service

Choosing good capstone project titles for information technology paper as a first step.

A capstone project for information technology is a practical essay where you will have to demonstrate the skills and knowledge you have acquired throughout the course. The purpose of this project is to make sure that you know how to apply the concepts you have learned. Thus, you will have to pick one topic to develop from a wide range of capstone project ideas for information technology.

There are some common problems that many IT students face when writing their capstone project:

• One of them is picking a topic from a list of capstone project titles for information technology. There are so many options that making sure they choose the right one can be a challenge for most students.
• Another common problem is failing to organize themselves. If you do not plan your work ahead, considering the IT project lifecycle , you will not be able to meet the deadline, and you will have to rush your project. This may result in submitting a poorly-written project.

Learn from Capstone Project Examples Information Technology

The IT capstone projects give students the chance to show what they have learned in their studies and apply that knowledge in their capstone project. One of the most difficult parts of the project for many students is coming up with project ideas and titles. Choosing good capstone project ideas for information technology seems somewhat daunting to many students because they are expected to contribute something new to the field. However, it doesn’t have to be something earth shaking.

The main thing is to take what has been learned and apply it in a way you haven’t done before. Keep the following in mind when selecting topic ideas and capstone project titles for information technology:

• Stick with what you know – Choose a topic that won’t require learning something completely new that hasn’t been covered in your studies. A project that seems interesting but which is in an area you have never studied should be avoided.
• Check available resources – Try and choose a topic that has good reference material
• Don’t procrastinate – Start thinking about your project topic as early as possible and run ideas by your advisers
• Use descriptive titles – Capstone project titles for information technology usually let the reader know what the topic is.

A winning project starts by choosing a strong topic from a list of capstone project titles for information technology. And it continues by having a professional writer help with capstone project . A professionally-written capstone project can help you ensure you demonstrate coherently and effectively all the skills and knowledge you have acquired. It can help you get the final grade you want.

Select from the Best Capstone Project Ideas for Information Technology

If the ideal topic for your information technology capstone writing doesn’t pop into your mind right away don’t panic. Consider the areas you find interesting and look at anyone else’s data science capstone project . There may be something you can improve on or add to. Here is a list of capstone project titles for information technology that may spark an idea:

• Presentation, management and merging – medical and complex data
• Systems of IT vision for wireless observation
• Simulation of Gaming with Financial Services
• Intelligent Vehicle Transportation System
• Academic and Social Universities Network
• App for E-commerce Storefront
• Tracker and Management for Hospitality
• Radial Basis Function Networks for Object Tracking
• E-Logistics For Warehouse Management
• SMS Notifications for Face Recognition
• Airline Booking System on Android and IOS
• App for changes in schedule
• Android App for Billing Management
• Web Application for Creating Tabulation and Events
• Smart Card Reading Creating
• Want to Improve Productivity in the Office? Try Intelligent Time Tracking
• Accounting Application based on Cloud Saving System
• Program for Loan and Inquiry in Mobile Phone
• LAN Based Stocktaking And Selling
• Web App For Business Administration
• Ring Notification Application with the SMS support
• Robber Detection With The Use Of GSM Technology
• Patient Information With ERP System
• SMS Notification Using Android
• Home Surveillance And Automation
• Web Class Record App
• Android Based Electronic Board
• Use Of The Healthcare System For Nursing Education
• GSM Technology And Rfid Security System
• Coin Loading Software
• Mobile And Web Event Evaluation App
• Digital Notice Board To Be Displayed On The PC Monitor
• Weather Forecast Using The Open Observation System
• Water Level Indicator SMS Notification
• Air Tester Quality App Using Android
• Monitoring System App For Items
• Training And Education Of Nursing Using Healthcare System
• Fare Payment Software
• Cedula Mobile App For Issuance Of Cedula
• Event Calendar App For Mobile Use
• Mobile L: Earning System For Employees
• Monitoring Temperature App
• Medical Technology Expert System
• Library Catalog App That Is Android Based
• SMS Notification for Smoke And Fire Alarm System
• Event Planner as Mobile Application

If you are completely unable to come up with a topic idea for your project, the IT capstone project writing service we provide can help.

Get Assistance Choosing an IT Capstone Project Ideas from Our Service

Our IT capstone project writing service provides assistance with any aspect of IT capstone projects, at any academic level. Besides offering an interesting capstone project for information technology list, our expert team can assist you with the writing process. These are some of the traits that make them the best ones you can hire to write on your computer science capstone project ideas professionally:

• Our expert team has many years of experience in academia. They also have extensive experience with IT capstone projects and can assist you with anything from topic selection to providing a high-quality IT capstone project paper for you.
• Our writers are specialized in various fields. So we can help you with other projects besides an IT one.
• We offer professional writing services done by our expert writers. They will happily follow your requirements to ensure that you are satisfied with your essay.
• We also provide proofreading, editing, and formatting services. So you can be sure your project will be impeccable.
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Get the Best Help with Information Technology Capstone Project Writing

If you need more than just good IT capstone project ideas, follow these steps to order our services:

• Fill out the order form. Include your personal details, and information about the project.
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When you need capstone project ideas for information technology, we are the clear solution to solving your IT capstone problems!

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10 Unique Data Science Capstone Project Ideas

A capstone project is a culminating assignment that allows students to demonstrate the skills and knowledge they’ve acquired throughout their degree program. For data science students, it’s a chance to tackle a substantial real-world data problem.

If you’re short on time, here’s a quick answer to your question: Some great data science capstone ideas include analyzing health trends, building a predictive movie recommendation system, optimizing traffic patterns, forecasting cryptocurrency prices, and more .

In this comprehensive guide, we will explore 10 unique capstone project ideas for data science students. We’ll overview potential data sources, analysis methods, and practical applications for each idea.

Whether you want to work with social media datasets, geospatial data, or anything in between, you’re sure to find an interesting capstone topic.

Project Idea #1: Analyzing Health Trends

When it comes to data science capstone projects, analyzing health trends is an intriguing idea that can have a significant impact on public health. By leveraging data from various sources, data scientists can uncover valuable insights that can help improve healthcare outcomes and inform policy decisions.

Data Sources

There are several data sources that can be used to analyze health trends. One of the most common sources is electronic health records (EHRs), which contain a wealth of information about patient demographics, medical history, and treatment outcomes.

Other sources include health surveys, wearable devices, social media, and even environmental data.

Analysis Approaches

When analyzing health trends, data scientists can employ a variety of analysis approaches. Descriptive analysis can provide a snapshot of current health trends, such as the prevalence of certain diseases or the distribution of risk factors.

Predictive analysis can be used to forecast future health outcomes, such as predicting disease outbreaks or identifying individuals at high risk for certain conditions. Machine learning algorithms can be trained to identify patterns and make accurate predictions based on large datasets.

Applications

The applications of analyzing health trends are vast and far-reaching. By understanding patterns and trends in health data, policymakers can make informed decisions about resource allocation and public health initiatives.

Healthcare providers can use these insights to develop personalized treatment plans and interventions. Researchers can uncover new insights into disease progression and identify potential targets for intervention.

Ultimately, analyzing health trends has the potential to improve overall population health and reduce healthcare costs.

Project Idea #2: Movie Recommendation System

When developing a movie recommendation system, there are several data sources that can be used to gather information about movies and user preferences. One popular data source is the MovieLens dataset, which contains a large collection of movie ratings provided by users.

Another source is IMDb, a trusted website that provides comprehensive information about movies, including user ratings and reviews. Additionally, streaming platforms like Netflix and Amazon Prime also provide access to user ratings and viewing history, which can be valuable for building an accurate recommendation system.

There are several analysis approaches that can be employed to build a movie recommendation system. One common approach is collaborative filtering, which uses user ratings and preferences to identify patterns and make recommendations based on similar users’ preferences.

Another approach is content-based filtering, which analyzes the characteristics of movies (such as genre, director, and actors) to recommend similar movies to users. Hybrid approaches that combine both collaborative and content-based filtering techniques are also popular, as they can provide more accurate and diverse recommendations.

A movie recommendation system has numerous applications in the entertainment industry. One application is to enhance the user experience on streaming platforms by providing personalized movie recommendations based on individual preferences.

This can help users discover new movies they might enjoy and improve overall satisfaction with the platform. Additionally, movie recommendation systems can be used by movie production companies to analyze user preferences and trends, aiding in the decision-making process for creating new movies.

Finally, movie recommendation systems can also be utilized by movie critics and reviewers to identify movies that are likely to be well-received by audiences.

For more information on movie recommendation systems, you can visit https://www.kaggle.com/rounakbanik/movie-recommender-systems or https://www.researchgate.net/publication/221364567_A_new_movie_recommendation_system_for_large-scale_data .

Project Idea #3: Optimizing Traffic Patterns

When it comes to optimizing traffic patterns, there are several data sources that can be utilized. One of the most prominent sources is real-time traffic data collected from various sources such as GPS devices, traffic cameras, and mobile applications.

This data provides valuable insights into the current traffic conditions, including congestion, accidents, and road closures. Additionally, historical traffic data can also be used to identify recurring patterns and trends in traffic flow.

Other data sources that can be used include weather data, which can help in understanding how weather conditions impact traffic patterns, and social media data, which can provide information about events or incidents that may affect traffic.

Optimizing traffic patterns requires the use of advanced data analysis techniques. One approach is to use machine learning algorithms to predict traffic patterns based on historical and real-time data.

These algorithms can analyze various factors such as time of day, day of the week, weather conditions, and events to predict traffic congestion and suggest alternative routes.

Another approach is to use network analysis to identify bottlenecks and areas of congestion in the road network. By analyzing the flow of traffic and identifying areas where traffic slows down or comes to a halt, transportation authorities can make informed decisions on how to optimize traffic flow.

The optimization of traffic patterns has numerous applications and benefits. One of the main benefits is the reduction of traffic congestion, which can lead to significant time and fuel savings for commuters.

By optimizing traffic patterns, transportation authorities can also improve road safety by reducing the likelihood of accidents caused by congestion.

Additionally, optimizing traffic patterns can have positive environmental impacts by reducing greenhouse gas emissions. By minimizing the time spent idling in traffic, vehicles can operate more efficiently and emit fewer pollutants.

Furthermore, optimizing traffic patterns can have economic benefits by improving the flow of goods and services. Efficient traffic patterns can reduce delivery times and increase productivity for businesses.

Project Idea #4: Forecasting Cryptocurrency Prices

With the growing popularity of cryptocurrencies like Bitcoin and Ethereum, forecasting their prices has become an exciting and challenging task for data scientists. This project idea involves using historical data to predict future price movements and trends in the cryptocurrency market.

When working on this project, data scientists can gather cryptocurrency price data from various sources such as cryptocurrency exchanges, financial websites, or APIs. Websites like CoinMarketCap (https://coinmarketcap.com/) provide comprehensive data on various cryptocurrencies, including historical price data.

Additionally, platforms like CryptoCompare (https://www.cryptocompare.com/) offer real-time and historical data for different cryptocurrencies.

To forecast cryptocurrency prices, data scientists can employ various analysis approaches. Some common techniques include:

• Time Series Analysis: This approach involves analyzing historical price data to identify patterns, trends, and seasonality in cryptocurrency prices. Techniques like moving averages, autoregressive integrated moving average (ARIMA), or exponential smoothing can be used to make predictions.
• Machine Learning: Machine learning algorithms, such as random forests, support vector machines, or neural networks, can be trained on historical cryptocurrency data to predict future price movements. These algorithms can consider multiple variables, such as trading volume, market sentiment, or external factors, to make accurate predictions.
• Sentiment Analysis: This approach involves analyzing social media sentiment and news articles related to cryptocurrencies to gauge market sentiment. By considering the collective sentiment, data scientists can predict how positive or negative sentiment can impact cryptocurrency prices.

Forecasting cryptocurrency prices can have several practical applications:

• Investment Decision Making: Accurate price forecasts can help investors make informed decisions when buying or selling cryptocurrencies. By considering the predicted price movements, investors can optimize their investment strategies and potentially maximize their returns.
• Trading Strategies: Traders can use price forecasts to develop trading strategies, such as trend following or mean reversion. By leveraging predicted price movements, traders can make profitable trades in the volatile cryptocurrency market.
• Risk Management: Cryptocurrency price forecasts can help individuals and organizations manage their risk exposure. By understanding potential price fluctuations, risk management strategies can be implemented to mitigate losses.

Project Idea #5: Predicting Flight Delays

One interesting and practical data science capstone project idea is to create a model that can predict flight delays. Flight delays can cause a lot of inconvenience for passengers and can have a significant impact on travel plans.

By developing a predictive model, airlines and travelers can be better prepared for potential delays and take appropriate actions.

To create a flight delay prediction model, you would need to gather relevant data from various sources. Some potential data sources include:

• Flight data from airlines or aviation organizations
• Weather data from meteorological agencies
• Historical flight delay data from airports

By combining these different data sources, you can build a comprehensive dataset that captures the factors contributing to flight delays.

Once you have collected the necessary data, you can employ different analysis approaches to predict flight delays. Some common approaches include:

• Machine learning algorithms such as decision trees, random forests, or neural networks
• Time series analysis to identify patterns and trends in flight delay data
• Feature engineering to extract relevant features from the dataset

By applying these analysis techniques, you can develop a model that can accurately predict flight delays based on the available data.

The applications of a flight delay prediction model are numerous. Airlines can use the model to optimize their operations, improve scheduling, and minimize disruptions caused by delays. Travelers can benefit from the model by being alerted in advance about potential delays and making necessary adjustments to their travel plans.

Additionally, airports can use the model to improve resource allocation and manage passenger flow during periods of high delay probability. Overall, a flight delay prediction model can significantly enhance the efficiency and customer satisfaction in the aviation industry.

Project Idea #6: Fighting Fake News

With the rise of social media and the easy access to information, the spread of fake news has become a significant concern. Data science can play a crucial role in combating this issue by developing innovative solutions.

Here are some aspects to consider when working on a project that aims to fight fake news.

When it comes to fighting fake news, having reliable data sources is essential. There are several trustworthy platforms that provide access to credible news articles and fact-checking databases. Websites like Snopes and FactCheck.org are good starting points for obtaining accurate information.

Additionally, social media platforms such as Twitter and Facebook can be valuable sources for analyzing the spread of misinformation.

One approach to analyzing fake news is by utilizing natural language processing (NLP) techniques. NLP can help identify patterns and linguistic cues that indicate the presence of misleading information.

Sentiment analysis can also be employed to determine the emotional tone of news articles or social media posts, which can be an indicator of potential bias or misinformation.

Another approach is network analysis, which focuses on understanding how information spreads through social networks. By analyzing the connections between users and the content they share, it becomes possible to identify patterns of misinformation dissemination.

Network analysis can also help in identifying influential sources and detecting coordinated efforts to spread fake news.

The applications of a project aiming to fight fake news are numerous. One possible application is the development of a browser extension or a mobile application that provides users with real-time fact-checking information.

This tool could flag potentially misleading articles or social media posts and provide users with accurate information to help them make informed decisions.

Another application could be the creation of an algorithm that automatically identifies fake news articles and separates them from reliable sources. This algorithm could be integrated into news aggregation platforms to help users distinguish between credible and non-credible information.

Project Idea #7: Analyzing Social Media Sentiment

Social media platforms have become a treasure trove of valuable data for businesses and researchers alike. When analyzing social media sentiment, there are several data sources that can be tapped into. The most popular ones include:

• Twitter: With its vast user base and real-time nature, Twitter is often the go-to platform for sentiment analysis. Researchers can gather tweets containing specific keywords or hashtags to analyze the sentiment of a particular topic.
• Facebook: Facebook offers rich data for sentiment analysis, including posts, comments, and reactions. Analyzing the sentiment of Facebook posts can provide valuable insights into user opinions and preferences.
• Instagram: Instagram’s visual nature makes it an interesting platform for sentiment analysis. By analyzing the comments and captions on Instagram posts, researchers can gain insights into the sentiment associated with different images or topics.
• Reddit: Reddit is a popular platform for discussions on various topics. By analyzing the sentiment of comments and posts on specific subreddits, researchers can gain insights into the sentiment of different communities.

These are just a few examples of the data sources that can be used for analyzing social media sentiment. Depending on the research goals, other platforms such as LinkedIn, YouTube, and TikTok can also be explored.

When it comes to analyzing social media sentiment, there are various approaches that can be employed. Some commonly used analysis techniques include:

• Lexicon-based analysis: This approach involves using predefined sentiment lexicons to assign sentiment scores to words or phrases in social media posts. By aggregating these scores, researchers can determine the overall sentiment of a post or a collection of posts.
• Machine learning: Machine learning algorithms can be trained to classify social media posts into positive, negative, or neutral sentiment categories. These algorithms learn from labeled data and can make predictions on new, unlabeled data.
• Deep learning: Deep learning techniques, such as recurrent neural networks (RNNs) or convolutional neural networks (CNNs), can be used to capture the complex patterns and dependencies in social media data. These models can learn to extract sentiment information from textual or visual content.

It is important to note that the choice of analysis approach depends on the specific research objectives, available resources, and the nature of the social media data being analyzed.

Analyzing social media sentiment has a wide range of applications across different industries. Here are a few examples:

• Brand reputation management: By analyzing social media sentiment, businesses can monitor and manage their brand reputation. They can identify potential issues, respond to customer feedback, and take proactive measures to maintain a positive image.
• Market research: Social media sentiment analysis can provide valuable insights into consumer opinions and preferences. Businesses can use this information to understand market trends, identify customer needs, and develop targeted marketing strategies.
• Customer feedback analysis: Social media sentiment analysis can help businesses understand customer satisfaction levels and identify areas for improvement. By analyzing sentiment in customer feedback, companies can make data-driven decisions to enhance their products or services.
• Public opinion analysis: Researchers can analyze social media sentiment to study public opinion on various topics, such as political events, social issues, or product launches. This information can be used to understand public sentiment, predict trends, and inform decision-making.

These are just a few examples of how analyzing social media sentiment can be applied in real-world scenarios. The insights gained from sentiment analysis can help businesses and researchers make informed decisions, improve customer experience, and drive innovation.

Project Idea #8: Improving Online Ad Targeting

Improving online ad targeting involves analyzing various data sources to gain insights into users’ preferences and behaviors. These data sources may include:

• Website analytics: Gathering data from websites to understand user engagement, page views, and click-through rates.
• Demographic data: Utilizing information such as age, gender, location, and income to create targeted ad campaigns.
• Social media data: Extracting data from platforms like Facebook, Twitter, and Instagram to understand users’ interests and online behavior.
• Search engine data: Analyzing search queries and user behavior on search engines to identify intent and preferences.

By combining and analyzing these diverse data sources, data scientists can gain a comprehensive understanding of users and their ad preferences.

To improve online ad targeting, data scientists can employ various analysis approaches:

• Segmentation analysis: Dividing users into distinct groups based on shared characteristics and preferences.
• Collaborative filtering: Recommending ads based on users with similar preferences and behaviors.
• Predictive modeling: Developing algorithms to predict users’ likelihood of engaging with specific ads.
• Machine learning: Utilizing algorithms that can continuously learn from user interactions to optimize ad targeting.

These analysis approaches help data scientists uncover patterns and insights that can enhance the effectiveness of online ad campaigns.

Improved online ad targeting has numerous applications:

• Increased ad revenue: By delivering more relevant ads to users, advertisers can expect higher click-through rates and conversions.
• Better user experience: Users are more likely to engage with ads that align with their interests, leading to a more positive browsing experience.
• Reduced ad fatigue: By targeting ads more effectively, users are less likely to feel overwhelmed by irrelevant or repetitive advertisements.
• Maximized ad budget: Advertisers can optimize their budget by focusing on the most promising target audiences.

Project Idea #9: Enhancing Customer Segmentation

Enhancing customer segmentation involves gathering relevant data from various sources to gain insights into customer behavior, preferences, and demographics. Some common data sources include:

• Customer transaction data
• Customer surveys and feedback
• Social media data
• Website analytics
• Customer support interactions

By combining data from these sources, businesses can create a comprehensive profile of their customers and identify patterns and trends that will help in improving their segmentation strategies.

There are several analysis approaches that can be used to enhance customer segmentation:

• Clustering: Using clustering algorithms to group customers based on similar characteristics or behaviors.
• Classification: Building predictive models to assign customers to different segments based on their attributes.
• Association Rule Mining: Identifying relationships and patterns in customer data to uncover hidden insights.
• Sentiment Analysis: Analyzing customer feedback and social media data to understand customer sentiment and preferences.

These analysis approaches can be used individually or in combination to enhance customer segmentation and create more targeted marketing strategies.

Enhancing customer segmentation can have numerous applications across industries:

• Personalized marketing campaigns: By understanding customer preferences and behaviors, businesses can tailor their marketing messages to individual customers, increasing the likelihood of engagement and conversion.
• Product recommendations: By segmenting customers based on their purchase history and preferences, businesses can provide personalized product recommendations, leading to higher customer satisfaction and sales.
• Customer retention: By identifying at-risk customers and understanding their needs, businesses can implement targeted retention strategies to reduce churn and improve customer loyalty.
• Market segmentation: By identifying distinct customer segments, businesses can develop tailored product offerings and marketing strategies for each segment, maximizing the effectiveness of their marketing efforts.

Project Idea #10: Building a Chatbot

A chatbot is a computer program that uses artificial intelligence to simulate human conversation. It can interact with users in a natural language through text or voice. Building a chatbot can be an exciting and challenging data science capstone project.

It requires a combination of natural language processing, machine learning, and programming skills.

When building a chatbot, data sources play a crucial role in training and improving its performance. There are various data sources that can be used:

• Chat logs: Analyzing existing chat logs can help in understanding common user queries, responses, and patterns. This data can be used to train the chatbot on how to respond to different types of questions and scenarios.
• Knowledge bases: Integrating a knowledge base can provide the chatbot with a wide range of information and facts. This can be useful in answering specific questions or providing detailed explanations on certain topics.
• APIs: Utilizing APIs from different platforms can enhance the chatbot’s capabilities. For example, integrating a weather API can allow the chatbot to provide real-time weather information based on user queries.

There are several analysis approaches that can be used to build an efficient and effective chatbot:

• Natural Language Processing (NLP): NLP techniques enable the chatbot to understand and interpret user queries. This involves tasks such as tokenization, part-of-speech tagging, named entity recognition, and sentiment analysis.
• Intent recognition: Identifying the intent behind user queries is crucial for providing accurate responses. Machine learning algorithms can be trained to classify user intents based on the input text.
• Contextual understanding: Chatbots need to understand the context of the conversation to provide relevant and meaningful responses. Techniques such as sequence-to-sequence models or attention mechanisms can be used to capture contextual information.

Chatbots have a wide range of applications in various industries:

• Customer support: Chatbots can be used to handle customer queries and provide instant support. They can assist with common troubleshooting issues, answer frequently asked questions, and escalate complex queries to human agents when necessary.
• E-commerce: Chatbots can enhance the shopping experience by assisting users in finding products, providing recommendations, and answering product-related queries.
• Healthcare: Chatbots can be deployed in healthcare settings to provide preliminary medical advice, answer general health-related questions, and assist with appointment scheduling.

Building a chatbot as a data science capstone project not only showcases your technical skills but also allows you to explore the exciting field of artificial intelligence and natural language processing.

It can be a great opportunity to create a practical and useful tool that can benefit users in various domains.

Completing an in-depth capstone project is the perfect way for data science students to demonstrate their technical skills and business acumen. This guide outlined 10 unique project ideas spanning industries like healthcare, transportation, finance, and more.

By identifying the ideal data sources, analysis techniques, and practical applications for their chosen project, students can produce an impressive capstone that solves real-world problems and showcases their abilities.

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Capstones cultivate high-tech opportunities for students and industry

by Learning and Teaching Hub Aug 31, 2020 Latest news

Since its inception eight years ago, the engineering capstone program at The Polytechnic School has made an indelible impression on its graduating seniors, alumni, sponsors and the Valley of the Sun as a whole. A pillar of the school’s engineering curriculum, it has become a rite of passage for seniors as they transition into engineering professionals.

Sponsored capstone projects, or eProjects, give students the opportunity to develop new solutions or improve upon existing engineering solutions based on their industry sponsor’s needs. Backed by engineering faculty and sponsor mentorship, students use the knowledge and skills they’ve learned throughout their undergraduate experience to execute their project. The result directly reflects on their grade and if they graduate. Industry sponsors use the eProject process to gain outside-of-the-box engineering solutions, intellectual property to implement into their company’s operations and as a recruitment tool.

Honeywell Aerospace , one of the valley’s cornerstone aerospace and defense organizations, has sponsored up to eight projects every year for the last several years and has hired many seniors along the way.

“The program is very hands-on and team-based, which aligns well with the real-world business challenges that our young engineers face, so they arrive poised to contribute on day one,” says Rich Barlow, a recently retired senior director for Honeywell and prior industry advisory board chair with The Polytechnic School. “The valley and southern Arizona businesses have really benefited from the quick contributions that these students have provided to their employers. It’s been a win-win!”

EProjects are effective because they mutually benefit the student and the sponsor in various ways. However, the school’s deep-rooted corporate partnerships coupled with a technology-heavy regional advantage and proven track record make the program even more impactful for everyone involved. More than 75 companies have sponsored The Polytechnic School capstone projects since the program launched, and, on average, more than 98% of projects are sponsored each capstone sequence.

Two students demonstrating their capstone project at the fall 2019 Innovation Showcase.

An information technology senior sharing her poster at the spring 2018 Innovation Showcase.

Two aviation students demonstrating their capstone project at the spring 2019 Innovation Showcase.

A Ping-sponsored capstone project called the Range Roamer on display at the fall 2019 Innovation Showcase.

Newcomer Summit Automation sponsored four teams last year and anticipates a long and fruitful future with The Polytechnic School’s engineering capstone program. CEO Patrick Gruetzmacher recently hired three students based on the high level of work they contributed to their eProject.

“The students I hired are awesome — simple as that,” Gruetzmacher says. “The way this program is managed is well thought out. My students figured out a way to think outside of the box, work around barriers and complete the project successfully, which speaks volumes for the engineering department at The Polytechnic School.”

Collins Aerospace has sponsored various projects over the past few years and find immense value in the coaching aspect of the program.

“Our Collins engineers have assigned real problems to the student related to our products and have helped the students refine and build upon their ideas throughout each semester, giving us the opportunity to mentor and develop the next generation of engineers,” says Rebecca Stoner, The Polytechnic School engineering industry advisory board member and Collins Aerospace senior director of engineering.

Engineering Professor and undergraduate Program Chair John Rajadas says, “Year after year, it’s amazing to witness the switch from student to professional. The program equips students with the experience to join the industry with cutting edge skills, a multi-disciplinary outlook and, above all, the aptitude and confidence to work in a professional environment.”

Mechanical engineering alumnus Alexander Razman is now a manufacturing engineer at Lockheed Martin , the company that sponsored his capstone project.

“Capstone was one of the few classes that allowed me to experience how to properly interact with a stakeholder,” he says. “It bridged the gap between an educational setting and an industry environment.”

Northrop Grumman Systems Engineer and engineering alumnus Aaron Dolgin remembers his capstone project fondly because it was one of the most comprehensive capstone projects in The Polytechnic School history.

“Managing a capstone project gave me the tools I needed to succeed in my industry roles,” he says. “It will be a project I remember forever.”

Tim Beatty has been the associate director of the business engagement catalyst at The Polytechnic School for two years after a more than 35-year industry career.

“When industry partners challenge and guide our seniors through real-world engineering demands and share their experience and wisdom along the way, it encourages students to dissect and understand the issue at hand and develop a solution that is driven by a real value proposition,” Beatty says. “It helps transition our students into contributing industry professionals — the engineers of tomorrow — and there is nothing more important than that in today’s world.”

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Over the course of their final semester, teams of students propose and select project ideas, conduct and communicate their work, receive and provide feedback, and deliver compelling presentations along with a web-based final deliverable. A panel of judges will select an outstanding project for the  Lily L. Chang MICS Capstone Award .

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Alissa “Dr. J” Abdullah is the SVP & deputy CSO at Mastercard. She has also served as chief information security officer for Xerox Corporation and Stryker Corporation, and was the deputy chief information officer of the Executive Office of the President during the Obama Administration.

Lakshmi Hanspal is the global CSO at Box. She was previously global vice president and chief security officer at SAP Ariba and a senior leader in information security and risk Management at PayPal.

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The Best 150 Capstone Project Topic Ideas

Table of contents

• 1 What is a Capstone Project?
• 2 15 Amazing Capstone Project Ideas for Nursing Course
• 3 15 Attractive Computer Science Capstone Project Ideas
• 4 15 High School Education Capstone Project Ideas for Inspiration
• 5 15 Capstone Project Topics in Information Technology – Search for Your Best
• 6 15 Interesting Psychology Capstone Project Ideas
• 7 15 Capstone Project Ideas for Management Course
• 8 15 Capstone Project Ideas for Your Marketing Course
• 9 15 Best Capstone Engineering Project Ideas
• 10 15 Senior Capstone Project Ideas for MBA
• 11 15 Capstone Project Ideas for an Accounting Course
• 12 Capstone Writing: 10 Essential Steps

The long path of research works ahead, and you can’t find any capstone project ideas that would be interesting and innovative? The task can seem even more challenging for you to feel all the responsibility of this first step. The top 150 capstone ideas presented below aim to make a not-so-effort-consuming choice.

You’ll be covered in major subjects with the list of the capstone project topics we’ve picked for you. Read on, and you’ll get ideas for capstone projects in information technology, nursing, psychology, marketing, management, and more.

What is a Capstone Project?

Educational institutions use the capstone project to evaluate your understanding of the course on various parameters. For the students, the work on the project gives an excellent opportunity to demonstrate their presentation, problem-solving and soft skills. Capstone projects are normally used in the curriculum of colleges and schools. Also called a senior exhibition or a culminating project, such assignments mark the end of a course.

This assignment has several different objectives, among which are the following:

• to encourage independent planning,
• to learn to meet up deadlines,
• to practice a detailed analysis,
• to work in teams.

It’s not that easy to pick the right capstone paper topic. The problem intensifies as each student or separate team have to work on a single assignment which has to be unique. The best capstone project ideas may possibly run out. However, whatever topic you opt for, you’d better start your preparation and research on the subject as early as possible.

15 Amazing Capstone Project Ideas for Nursing Course

Studying nursing is challenging, as it requires a prominent theoretical foundation and is fully practical at the same time. You should have to do thorough research and provide evidence for your ideas, but what to start with? The preparation for your  capstone project in nursing won’t be overwhelming if you use these capstone title ideas:

• Innovation and Improvement in Nursing
• Vaccination Chart Creation
• The Role of Nurses in Today’s Society
• Shortage in Nursing and Its Effects on Healthcare
• Evidential Practices and Their Promotion in Nursing
• Global Changes in the Approach to Vaccination
• Top Emergency Practices
• Preventive Interventions for ADHD
• Quality of Nursing and Hospital Personnel Shifts: The Interrelation
• Ways to Prevent Sexually Transmitted Diseases
• Brand New Approaches in Diagnostics in the Nursing Field
• Diabetes Mellitus in Young Adults: Prevention and Treatment
• Healthcare in Ambulances: Methods of Improvement
• Postpartum Depression Therapy
• The Ways to Carry a Healthy Baby

15 Attractive Computer Science Capstone Project Ideas

Computer science is so rapidly developing that you might easily get lost in the new trends in the sphere. Gaming and internet security, machine learning and computer forensics, artificial intelligence, and database development – you first have to settle down on something. Check the topics for the capstone project examples below to pick one. Decide how deeply you will research the topic and define how wide or narrow the sphere of your investigation will be.

• Cybersecurity: Threats and Elimination Ways
• Data Mining in Commerce: Its Role and Perspectives
• Programming Languages Evolution
• Social Media Usage: How Safe Is It?
• Classification of Images
• Implementation of Artificial Intelligence in Insurance Cost Prediction
• Key Security Concerns of Internet Banking
• SaaS Technologies of the Modern Time
• The evolvement of Mobile Gaming and Mobile Gambling
• The Role of Cloud Computing and IoT in Modern Times
• Chatbots and Their Role in Modern Customer Support
• Computer Learning Hits and Misses
• Digitalization of Education
• Artificial Intelligence in Education: Perspectives
• Software Quality Control: Top Modern Practices

15 High School Education Capstone Project Ideas for Inspiration

High school education is a transit point in professional education and the most valuable period for personal soft skills development. As a result, high school capstone project ideas cover a wide range of topics. They may range from local startup analysis and engineer’s career path to bullying problems. It’s up to you to use the chosen statement as the ready capstone project title or just an idea for future development.

• A Small Enterprise Business Plan
• Advantages and Disadvantages of Virtual Learning in Schools
• Space Tourism: The Start and Development
• Pros and Cons of Uniforms and Dress Codes
• What is Cyberbullying and How to Reduce It
• Becoming a Doctor: Find Your Way
• A Career in Sports: Pros and Cons
• How to Eliminate the Risks of Peer Pressure
• Ensuring Better Behaviours in Classroom
• Cutting-Edge Technologies: NASA versus SpaceX
• The Reverse Side of Shyness
• Stress in High School and the Ways to Minimize It
• How to Bring Up a Leader
• Outdated Education Practices
• Learning Disabilities: What to Pay Attention to in Children’s Development

15 Capstone Project Topics in Information Technology – Search for Your Best

Information technology is a separate area developed on the basis of computer science, and it might be challenging to capture the differences between them. If you hesitate about what to start with – use the following topics for the capstone project as the starting point for your capstone research topics.

• Types of Databases in Information Systems
• Voice Recognition Technology and Its Benefits
• The Perspectives of Cloud Computing
• Security Issues of VPN Usage
• Censorship in Internet Worldwide
• Problems of Safe and Secure Internet Environment
• The Cryptocurrency Market: What Are the Development Paths?
• Analytics in the Oil and Gas Industry: The Benefits of Big Data Utilization
• Procedures, Strengths, and Weaknesses in Data Mining
• Networking Protocols: Safety Evaluation
• Implementation of Smart Systems in Parking
• Workplace Agile Methodology
• Manual Testing vs. Automated Testing
• Programming Algorithms and the Differences Between Them
• Strengths and Weaknesses of Cybersecurity

15 Interesting Psychology Capstone Project Ideas

Society shows increasing attention to mental health. The range of issues influencing human psychology is vast, and the choice may be difficult. You’ll find simple capstone project ideas to settle on in the following list.

• The Impact of Abortion on Mental Health
• Bipolar Disorder and Its Overall Effects on the Life Quality
• How Gender Influences Depression
• Inherited and Environmental Effects on Hyperactive Children
• The Impact of Culture on Psychology
• How Sleep Quality Influences the Work Performance
• Long- and Short-Term Memory: The Comparison
• Studying Schizophrenia
• Terrorist’s Psychology: Comprehension and Treatment
• The Reasons for Suicidal Behaviour
• Aggression in Movies and Games and Its Effects on Teenagers
• Military Psychology: Its Methods and Outcomes
• The Reasons for Criminal Behavior: A Psychology Perspective
• Psychological Assessment of Juvenile Sex Offenders
• Do Colours Affect The Brain?

15 Capstone Project Ideas for Management Course

Studying management means dealing with the most varied spheres of life, problem-solving in different business areas, and evaluating risks. The challenge starts when you select the appropriate topic for your capstone project. Let the following list help you come up with your ideas.

• Innovative Approaches in Management in Different Industries
• Analyzing Hotels Customer Service
• Project Manager: Profile Evaluation
• Crisis Management in Small Business Enterprises
• Interrelation Between Corporate Strategies and Their Capital Structures
• How to Develop an Efficient Corporate Strategy
• The Reasons For Under-Representation of Managing Women
• Ways to Create a Powerful Public Relations Strategy
• The Increasing Role of Technology in Management
• Fresh Trends in E-Commerce Management
• Political Campaigns Project Management
• The Risk Management Importance
• Key Principles in the Management of Supply Chains
• Relations with Suppliers in Business Management
• Business Management: Globalization Impact

15 Capstone Project Ideas for Your Marketing Course

Marketing aims to make the business attractive to the customer and client-oriented. The variety of easy capstone project ideas below gives you the start for your research work.

• How to Maximize Customer Engagement
• Real Businesses Top Content Strategies
• Creation of Brand Awareness in Online Environments
• The Efficiency of Blogs in Traffic Generation
• Marketing Strategies in B2B and B2C
• Marketing and Globalization
• Traditional Marketing and Online Marketing: Distinguishing Features
• How Loyalty Programs Influence Customers
• The Principles of E-Commerce Marketing
• Brand Value-Building Strategies
• Personnel Metrics in Marketing
• Social Media as Marketing Tools
• Advertising Campaigns: The Importance of Jingles
• How to Improve Marketing Channels
• Habitual Buying Behaviours of Customers

15 Best Capstone Engineering Project Ideas

It’s challenging to find a more varied discipline than engineering. If you study it – you already know your specialization and occupational interest, but the list of ideas below can be helpful.

• How to Make a Self-Flying Robot
• How to Make Robotic Arm
• Biomass Fuelled Water Heater
• Geological Data: Transmission and Storage
• Uphill Wheelchairs: The Use and Development
• Types of Pollution Monitoring Systems
• Operation Principles of Solar Panels
• Developing a Playground for Children with Disabilities
• The Car with a Remote-Control
• Self-Driving Cars: Future or Fantasy?
• The Perspectives of Stair-Climbing Wheelchair
• Mechanisms of Motorized Chains
• How to Build a Car Engine
• Electric Vehicles are Environment-Friendly: Myth or Reality?
• The Use of Engineering Advancements in Agriculture

15 Senior Capstone Project Ideas for MBA

Here you might read some senior capstone project ideas to help you with your MBA assignment.

• Management Strategies for Developing Countries Businesses
• New App Market Analysis
• Corporate Downsizing and the Following Re-Organization
• How to Make a Business Plan for a Start-Up
• Relationships with Stakeholders
• Small Teams: Culture and Conflict
• Organization Managing Diversity
• What to Pay Attention to in Business Outsourcing
• Business Management and Globalization
• The Most Recent HR Management Principles
• Dealing with Conflicts in Large Companies
• Culturally Differentiated Approaches in Management
• Ethical Principles in Top-Tier Management
• Corporate Strategy Design
• Risk Management and Large Businesses

15 Capstone Project Ideas for an Accounting Course

Try these ideas for your Capstone Project in Accounting – and get the best result possible.

• How Popular Accounting Theories Developed
• Fixed Assets Accounting System
• Accounting Principles in Information Systems
• Interrelation Between Accounting and Ethical Decision-Making
• Ways to Minimize a Company’s Tax Liabilities
• Tax Evasion and Accounting: Key Principles
• Auditing Firm Accounting Procedures
• A New Accounting Theory Development
• Accounting Software
• Top Three World Recessions
• Accounting Methods in Proprietorship
• Accounting Standards Globally and Locally
• Personal Finance and the Recession Effect
• Company Accounting: Managerial Principles and Functions
• Payroll Management Systems

Capstone Writing: 10 Essential Steps

Be it a senior capstone project of a high school pupil or one for college, you follow these ten steps. This will ensure you’ll create a powerful capstone paper in the outcome and get the best grade:

• One of the tips for choosing a topic that your professors would be interested in is picking a subject in the course of your classes. Make notes during the term, and you will definitely encounter an appropriate topic.
• Opt for a precise topic rather than a general one. This concerns especially business subjects.
• Have your capstone project topic approved by your professor.
• Conduct a thorough information search before developing a structure.
• Don’t hesitate to do surveys; they can provide extra points.
• Schedule your time correctly, ensuring a large enough time gap for unpredictable needs.
• Never avoid proofreading – this is the last but not least step before submission.
• Stick up to the topic and logical structure of your work.
• Get prepared to present your project to the audience, learn all the essential points, and stay confident.
• Accept feedback open-mindedly from your teacher as well as your peers.

Preparation of a powerful capstone project involves both selection of an exciting topic and its in-depth examination. If you are interested in the topic, you can demonstrate a deep insight into the subject to your professor. The lists of ideas above will inspire you and prepare you for the successful completion of your project. Don’t hesitate to try them now!

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Creative Media 2020 Students Present Their Online Capstone Projects

After transitioning to online classes, Creative Media students in the Class of 2020 shifted gears from creating their art pieces with hands-on tools and help to online communication and creation. Their work consists of sound design, digital and traditional art, and many others.

Take a look at some of this year’s projects.

When The Forest Burned – Katherine Boone

Creative Media senior Katherine Boone’s series titled, “When the Forest Burned,” stems from a personal narrative and consists of multiple concept art designs, map designs, and hand-sewn cloaks and chest plates. She wanted to create a world that puts off a childhood sense of magic and explore their new worlds.

letters to my sisters – Madison Anne MacMahon

Madison Anne MacMahon, ’20 // Creative Media, created a photography and poetry book titled, “letters to my sisters.” This book includes personal poetry and photos cultivated by MacMahon.

She also worked on a visual poem, “Road map of my body,” which is featured on her website.

Hovering, Lingering – Rowan Minney

Hovering, Lingering is a visual novel game created around helping spirits move on to the afterlife. Rowan Minney, ’20 // Creative Media, hopes to work one day for a game studio in sound, design, or art. The game will eventually be available for download on both PC and Mac computers.

Waterslide – Matthew Bolduc

This album was recorded, written, and produced by Matthew Bolduc, ’20 // Creative Media, in his bedroom. He wanted to make music exploring his relationship with solitude.

The songs in the album include:

• “Leave No Trace” 
• “Waterside” 
• “Interlude (Earth)” 
• “Stupid” 
• “What Am I Doing”
• “Somewhere Else” 

Stories in My Head – Jameson Hunt

Continuing with the theme of music creation, Jameson Hunt ’20 // Creative Media created five songs for his album, Stories in My Head. His theme of creation centered on a stream of consciousness. It is intended to be listened to with headphones and your eyes closed, taking in every second of the music and the music alone. Listen here:

The Flying Blind Collection – Patrick Nichols

Patrick Nichols, ’20 // Creative Media, created Flying Blind for his capstone project, with the intention of incorporating the upcoming unknown that fellow graduating seniors are facing. He wanted his capstone to encompass art inspired by 1920s and 1930s carton and designs, but with his own personal spin on things. Patrick hopes to one day have a clothing collection of his own.

Artificial – Anastasia Coen

With audio created by Jameson Hunt, Anastasia Coen, ’20 // Creative Media, created a short narrative combining poetry and AI-generated face images to create a visual equalization to what it feels like when she creates her art and lives day-to-day life.

Consume/d – Zoe Nicholson

Consume/d is a collection of pieces that explore human and nature’s connections and separations to Western culture. Zoe Nicholson, ’20 // Creative Media, goes on to explore through art what could have possibly caused such a disconnection between the two through her graphic design work.

Interested in creating a capstone that encompasses all of your passions? Check out our Creative Media program at this link to learn more !

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Capstone Projects, 2020–2021

American studies, jonathan karp.

I was lucky to inherit a well-organized pedagogy course from Christofer Rodelo, the 2019 – 2020 Pedagogy Fellow. In my presentation, I highlighted three parts of this year’s course that felt distinct. First, I spoke about the practice of regular and lengthy check-ins, which involved both individual writing reflections and time to share. Second, I shared information about an event on power and pedagogy, a collaboration with our DIB Fellow. Finally, I spoke about the importance of bringing HGSU into the classroom. We had a representative of the union at our first meeting to go over the contract and expectations around teaching.

View Jonathan's capstone project.

One way to test your assumptions about ‘effective teaching and learning’ is to turn it into an education research project, where you modify a class/unit and quantitatively and qualitatively assess the outcomes. In this project, I modified an existing engineering course (ENG-SCI 120) by designing and incorporating more diverse, playful, and applicable/relatable assignments and activities, as well as by making some structural changes. I measured the outcomes by looking at student self-efficacy, performance on a concept inventory test, and responses to an open-ended question. I’m currently analyzing the data to see if and how these modifications have improved outcomes. 

View Buse's capstone project.

Anna Hopper

My PF capstone this year was comprised of a series of reflections on how COVID has changed my communication with TFs. Interestingly, I've had many fewer TFs reach out through formal channels (e.g. requesting observations) and many more requests for help in informal ways (e.g. over Slack or in non-pedagogy-related Zoom meetings). In my presentation, I discussed some sample interactions with TFs and potential lessons learned.

View Anna's capstone project.

Olivia Miller

As a Bok Pedagogy Fellow, I had the opportunity to co-lead the undergraduate Course Assistant (CA) Training that took place before the beginning of the 2020 fall semester. Through the CA feedback on the fall training and my own experience as a TF working with CAs, I have realized the unique role of CAs and the insight they can bring to an undergraduate level course as well as the challenges they might face. I have focused on highlighting both the challenges and opportunities of the CA role and have provided suggestions for better supporting undergraduates in this role.

View Olivia's capstone project.

Suzanne Paszkowski

This poster represents the work I did in reading bell hooks's Teaching to Transgress. This started out as a PF reading group in the fall, and I was able to transform it into a Bok Seminar this spring. We met bi-weekly for an hour 6 times, reading approximately 30 pages each session, and each time the conversations were inspiring, challenging, and worthwhile--there are so many people in our community who care about teaching. The quotes on the poster capture some of the ideas in Teaching to Transgress, and the strategies in the bottom right are my advice to future PFs.

View Suzanne's capstone project.

Chemistry & Chemical Biology

Emily kerr & paloma tuttle-vasseur.

This year the chemistry CCB pedagogy fellows focused on supporting TFs throughout their progression from novices in the fall G1 pedagogy course through their upper level or head TF positions later in graduate school. This work included assisting organizing and teaching the pedagogy course, rethinking how we give feedback and do observations partway through their G1 spring as they develop more skill, authority and autonomy in the classroom, and surveying and meeting with head TFs and upper level TFs to understand what challenges they face and what support the teaching faculty and PFs in the department could provide.

View Emily and Paloma's capstone project.

East Asian Languages & Civilizations

Sarah bramao-ramos.

I was asked to bring in guests, specifically EALC faculty, to speak at the EALC Teaching Practicum in the Fall of 2020. In previous years, however, this has proved to be quite a difficult task, as faculty are notoriously difficult to schedule for such guest appearances. This semester I instead interviewed faculty on the topic of teaching and recorded them ahead of time, producing short videos on a variety of topics that students taking the course watched in advance of our class meetings. This resulted in a set of teaching resources that future PFs and TFs alike can use.

View Sarah's capstone project.

German Languages & Literatures

Aleks kudryashova.

The GLL Department offers a yearly Pedagogy Course, monthly Professional Development Workshops and has, over the years, accumulated a lot of helpful resources and materials. However, 2020/2021 was the first year that our program had a departmental Pedagogy Fellow. My goal was thus to create a Canvas database (‘GLL Hub’) where current and future students, TFs and TAs can easily orient themselves and learn about the resources available to them. My hope is that this site with its simple and navigable design will function as a platform for formal and less formal exchanges; help us as a community maintain our institutional memory; and allow the department to build on the resources it already has.

View Aleks' capstone project.

Belle Cheves

The History Department has a required year-long Pedagogy Colloquium, which the PF builds on every year. This year, based on feedback from prior years (and the current state of affairs), we incorporated more professionalization elements into the course, thematically combining pedagogical discussions with overviews and workshops of what else is expected of History G3s. For example, week three examines writing – how to effectively teach it, grade it, and manage doing your own (such as the prospectus and fellowship application essays).

I also developed a resource guide for History TFs , compiling advice from past TFs in an accessible, easily updatable format.

View Belle's capstone project.

Linguistics

Shannon bryant.

This project, an ongoing Canvas page for TFs in Linguistics, brings together teaching materials, pedagogy resources, and discussion space within one easy-access website. The primary goal of this website is to facilitate navigation of the wealth of resources and support available to TFs: help guides, worksheets, and relevant links are sorted into modules that can be expanded and organized to better fit the evolving needs and interests of TFs in the department. Additionally, the website’s discussion section provides a platform for TFs to connect with one another and may serve as a catalogue of common questions and teaching experiences.

View Shannon's capstone project.

Molecular & Cellular Biology

Matt holmes.

As the first MCB Pedagogy Fellow in several years, my goal was to reestablish and define my position. My capstone project, an attempt to pass the torch effectively, reflects my belief that the PF’s work extends beyond any one year or person. I have written a letter to my successor that describes our support network, the work that I’ve developed so far, and opportunities for their coming year. Accompanying this letter is a draft syllabus and lesson plans for a potential course on pedagogy for my graduate program. I hope this course will be a keystone for the PF position in the future.

View Matt's capstone project.

Organismic & Evolutionary Biology

Nick herrmann.

One goal of OEB’s pedagogy course is to help first-year students form a positive community. To that end, I gave students the opportunity to “share their story,” which I modeled during our first class. I talked for about 8 minutes about where I’m from, my family, my work, and my hobbies, and then I took questions. Over the rest of the year, 15 of 18 students opted to share their own stories. Acclimating to graduate school remotely is not easy. Still, I think many students ended the year feeling connected to their classmates and to the department.

View Nick's capstone project.

Adam Mastroianni

Fall 2020 was a moment of crisis: we were mid-pandemic and just coming off a summer of protests for racial justice. The syllabus I inherited was from a different time and needed some redesigning to reflect the current moment. I made the following changes:

• Starting off with microteaching so that the first time TFs were teaching was not in their own classroom
• Bringing in a guest from Minerva, an online startup university that has been teaching online since before it was cool
• Then shifting to diversity, equity and inclusion by bringing in a group of students to talk about their experiences in the psych department. You can’t include people if you don’t know who they are.
• Finally, I brought in our new Director of Graduate Studies for an exercise in which we read some DEI scenarios that might come up, then discussed solutions.

View Adam's capstone project.

Romance Languages & Literatures

Emily epperson & luca politi.

For new TFs , we modeled successful teaching practices and consulted with them on recordings of their classes. For experienced TFs , we convened a panel of alumni to speak about the job market. We also offered events for all TAs and TFs : a reading group discussing the practical side of virtual teaching, and listening hours (“Getting ReaLL with Emily and Luca”) for instructors to chat about challenges of virtual instruction. We also helped organize a talk series about social justice in language pedagogy.

View Emily and Luca's capstone project.

Slavic Languages & Literatures

Raymond deluca.

For my capstone project, I made a “how-to-guide,” a series of (seven) handouts, for graduate students, especially incoming ones, on navigating the department and professional field as young scholars. Though this information is tailored to Harvard’s Slavic program specifically, it can be easily retooled for another department. The information covered in these documents includes conferences, teaching assignments, funding, publishing, fellowships, a departmental timeline, general exams, and Bok Center resources. The advice here is meant neither to be exhaustive nor fully authoritative but a useful starting point in acquainting new graduate students with the professional field.

View Raymond's capstone project.

Anthropology

This year I aimed to build off the work of the previous fellow in contributing to the canvas site while teaching the pedagogy course. My project consists of a series of modules discussing conflict management and communication strategies for respectful, inclusive, and transparent class environments. Module topics include the importance of community agreements, preparing for different scales of conflicts with multiple stakeholder identities (undergraduates, TFs, instructors), and practicing active listening in group and one-on-one settings. I am hoping these modules will develop as interactive spaces for continued dialogue and shared experiences between TFs at all teaching stages.

View Kate's capstone project.

Julia Judge

My capstone project is an ongoing Canvas page that serves as a gateway to information, resources, teaching materials, and communication for graduate student TFs in the Classics department. Because Classics is an interdisciplinary field, our TFs teach a range of courses, and therefore require a lot of different tools and resources to teach effectively. The challenge has been to organize all these resources into a centralized, accessible place. The new Canvas page aims to be a one-stop-shop for all the information and resources that graduate student TFs need to meet any challenge they may face throughout their teaching careers at Harvard.

View Julia's capstone project.

Comparative Literature

Hudson vincent.

As a Pedagogy Fellow in Comparative Literature, I helped teach a graduate seminar on “Professing Literature,” organized new events for the department including a workshop on equity and inclusion in the classroom, and hosted an intensive pedagogy workshop for teaching online during the pandemic.

View Hudson's capstone project.

Alex Creighton

In my dual roles as Bok Pedagogy Fellow and FAS Diversity, Inclusion, and Belonging Fellow, I served as a consultant for various English Department initiatives meant to foster a culture of diversity and inclusivity. I collated resources and presented on best practices for creating diverse and inclusive syllabi ; I came up with a preliminary reading list to supplement the department's G3 Pedagogy Seminar (English 350); and I served as a consultant on the Development Committee, whose goal is to improve departmental culture. Through these efforts, I have helped in creating a foundation for future departmental D.I.B. efforts.

View Alex's capstone project.

Global Health

Elizabeth hentschel.

As a Bok Pedagogy Fellow for the Global Health Education and Learning Incubator (GHELI), and also a PhD student in the Global Health and Population Department (GHP) at the School of Public Health (HSPH), I have learned that there are few existing collaborations between the two departments. As the PF for GHELI, I lead the hiring of TA's for the course, pulling primarily from the GHP department at HSPH. In doing so, I have seen first-hand the extent to which undergraduates benefit from their relationships with our TA's. Many students reach out to our TA's for summer internship, career, and overall life advice. Our TA's have been incredible mentors to our students. This experience has made me reflect on how great the opportunity is within the GHP department to foster these types of relationships. As such, I am proposing a Global Health Mentorship Program that I aim to launch in the 2021-2022 AY.

View Elizabeth's capstone project.

History of Science

Tasha schoenstein.

I faced two challenges as the History of Science PF this year: 1) the department had not had a PF for many years, and 2) COVID made written resources more accessible than workshops. Much of my work this year involved supporting a (highly successful) new, faculty-run 5-session syllabus design workshop. Part of this role entailed assembling syllabus design resources, which formed the core of a new teaching resources page on our graduate student resources website. While these asynchronous resources seemed helpful to graduate students this year, hopefully next year's PF will be able to provide more in-person pedagogy support.

View Tasha's capstone project.

Mathematics

Morgan opie.

One of my main projects this year was helping with the Teaching Undergraduate Mathematics Seminar (TUMS), a department requirement for first-year PhD students. As part of the TUMS teaching team, I worked with Robin Gottlieb and Brendan Kelly to revise the curriculum with the goal of making each lesson as concrete and engaging as possible. Beyond this, I held workshops and events for graduate students at all levels. Previous PFs have introduced a number of teaching-related panels. I continued many and designed some new events to meet the needs of our department’s graduate students in this unprecedented time.

View Morgan's capstone project.

As a capstone, I have prepared a resource guide for teaching music history and theory online, focusing on techniques I observed from the experiences of our TFs this year. It covers technical aspects of teaching music over zoom, as well as some bespoke software solutions, and general pedagogical technique. It is set up as a Google Doc, and my intention is that it will be a living document to be edited by future TFs.

Caitlin Fitchett

The pedagogy seminar in the Philosophy Department is an established program, which is compulsory for graduate students who will be teaching at Harvard for the first time. Typically, the participants are G3 students. Some G3s have taught before while others are new to teaching. One of my aims has been to align the way we teach pedagogy with how we teach philosophy. This approach has two core benefits: it speaks to the interests and learning style of the seminar participants, and it provides a way of engaging more experienced teachers as well as those new to teaching.

View Caitlin's capstone project.

Carleigh Beriont

This year, the HDS Teaching Liaison, Lucy Ballard, and I, created a canvas site for Teaching Fellows in Religion. Primarily aimed at current teaching fellows, it is a virtual space for us to gather and share resources related to pedagogy and professionalization and serves to connect teaching fellows and graduate students to events around Harvard and content related to the study and teaching of religion more broadly. It is our hope that future pedagogy fellows provide access to the site in the form of an archive or continue to update and maintain the site.

View Carleigh's capstone project.

School of Engineering & Applied Sciences

Lillian pentecost.

Teaching Fellows (TFs) across the School of Engineering and Applied Sciences (SEAS) have varied backgrounds, teaching roles, and support needs. Micro-teaching sessions for first-time TFs provide the opportunity to practice teaching, give feedback to peers, and to reflect and discuss their role as a TF. Framing the micro-teaching as an approachable, low-stakes small group discussion encourages TFs to attend and to engage with one another. Additional efforts like the SEAS Teaching Practicum, an inclusive pedagogy graduate student reading group, and peer teaching consultations provide additional opportunities for SEAS TFs to become more reflective and intentional teachers.

View Lillian's capstone project.

Derek Robey

Advising senior theses is common graduate students in the Department of Sociology that are in the dissertation phase. For my capstone project, I created an advising guide for graduate students who are preparing to advise an undergraduate senior thesis. This guide compiles university and department resources related to advising and mentoring. I also surveyed previous senior thesis advisers to get their suggestions for best practices and their tips for overcoming obstacles that are commonly faced during this process. This guide will help reduce the ambiguity and uncertainty experienced by first-time thesis advisers.

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Department of Electrical, Computer, and Software Engineering

Presentation Slides

Team Members :

• Joseph Veneziano
• Matthew Cardy
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Group Academic Supervisor: Dr. Anwar Abdalbari

Course Instructor & Capstone Coordinator:  Dr.   Qusay Mahmoud 

• Brenden Bradshaw
• Nicolas Peralta-Baron
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Group Academic Supervisor: Dr. Min Dong

• Kalev Gonvick
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Group Academic Supervisor: Dr. Ankramul Azim

• Ryan Hurtis
• Armon Aryaie
• Murtaza Zaidi
• Sameer Awan

Group Academic Supervisor: Dr. Vijay Sood

• Samantha Husack
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Presentation slides

• Mark Kolisnyk
• Brydon Milne
• Harrison Marshall
• Jeremy Shin
• Yuri Krushelnycky

Group Academic Supervisor: Dr. Walid Morsi Ibrahim

• Steffany Demell
• Alicia Barbon
• Shihab Kazi

• Darron Singh
• Kaushal Patel
• Jasindan Rasalingam
• Ashwin Kamalakannan

Group Academic Supervisor: Dr. Khalid Hafeez

• Ahmad Althikri
• Mohammed Alali
• Ali Al Sulis
• Osama Ansari
• Saravanaa Kesavan

Group Academic Supervisor: Dr. Mohamed Youssef 

• Ishmum Rahman
• Ayesha Farkhundah
• Mark Forrester
• Andrick D'Souza

Group Academic Supervisor: Dr. Ying Wang

Team Members

• George Aiken
• Justin Scornaienchi
• Ramsey Shehadeh

Group Academic Supervisor: Dr. Min Dong 

• Myson Martin
• Payton Sainsbury
• Daniel Luciano
• Bradley Miller
• Parth Suthar
• Shreyans Rishi
• Jehro Celemin

Group Academic Supervisor: Dr. Masoud Makrehchi

• Rahmanullah Mohd
• Asad Siddiqi
• Lambert Liu
• James Suresh

Group Academic Supervisor: Dr. Jing Ren

• Jesus Umali
• Kamal Qureshi
• Jagdish Loknauth
• Hamsa Hassan

• Anirudh Mungre
• Joshua Smith
• Matthew Boivin
• Ethan Elliott

• Kevin Leung
• Gabriel Pizarro

Group Academic Supervisor: Dr. Ahmad Barari & Dr. Ying Wang

• Dhanushga Lionel
• Mohammed Hameeduddin
• Abdur-Rahman Ansari
• Mingwei Zhang

Group Academic Supervisor: Dr. Ramiro Liscano

• Mohtasim Siddiqui
• Christian Ivanov
• Dylan Fernando

Group Academic Supervisor: Dr. Khalid Hafeez 

• Muhtasim Chowdhury
• Nafis Mobassher
• Sakib Shahriyar
• Sachin Teckchandani
• Zeerak Siddiqui
• Ryuji Komai
• Thomas Jansz

Group Academic Supervisor:  Dr. Anwar Abdalbari

• Paul Femi-Gege
• Shiv Yoganathan
• Steven Pavlatos
• Sai Pedamallu
• Ashan Pathmanathan
• Daniel Chang
• Gian Basilio
• Riley Stephens
• Robert Amenta
• Umer Hussain
• Rizwan Khan
• Thisaru Sibera
• Kevin Patel

• Amal Parameswaran
• George Zakharov
• Justin Kaipada
• Savan Patel

Group Academic Supervisor: Dr. Akramul Azim

• Anshuman Sharma
• Ibrahim Shaarway
• Andrea Yiannacou
• Okero Omogeroh
• Brandon Christie

Group Academic Supervisor: Dr. Mohamed Youssef

Capstone Projects for Nursing Programs

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Explore our full list of Integrity Network members.

Are you ready to earn your online nursing degree?

Capstone courses function as a bridge between the end of school and the beginning of a career, allowing nursing students to put what they’ve learned into practice. As the name suggests, students complete capstones toward the end of their nursing training. Not every nursing program requires a capstone, but those that do generally culminate in a bachelor of science in nursing (BSN) or doctor of nursing practice (DNP) degree.

Each nursing program sets their own requirements. While capstone formats differ between programs, they typically consist of an evidence-based practice formal paper or presentation. Students might complete their capstone projects as team leaders, and BSN candidates may present their papers to a faculty panel. Projects could include case studies, program evaluations, and policy analyses.

The focus on evidence-based practice allows students to apply research and experiential evidence toward solving a healthcare problem. For example, candidates may develop intervention strategies that promote health, improve outcomes, enhance quality of life, and foster safe practices for patients.

Capstone goals center on the application of knowledge gained during nursing training programs, including topics related to leadership , management, research, theories, and evidence-based practice, along with the strategies needed to transition from students to baccalaureate-level nurses.

Choosing Your Nursing Capstone Topic

When selecting a capstone topic, students should evaluate their interests, strengths, and weaknesses, along with their chosen nursing specialty area. Luther College recommends that students with lower GPAs and weaker nursing skills consider a basic medical-surgical topic. Those with strong clinical skills and high GPAs might choose emergency or intensive care medicine, although some students might prefer outpatient topics, such as clinical services, long-term care, or public health. However, this is simply an example of one school’s approach, and readers should keep in mind that each school sets its own policies and recommendations.

Asking for guidance from faculty, supervisors, preceptors, and fellow students also helps narrow down capstone topics. Advisors can also provide assistance in choosing an appropriate capstone site, helping with questions of geographical location, facility size, patient population, and care delivery model.

Students develop and learn the skills needed to complete their capstones throughout their training. These include organization and time management, knowledge of evidence-based practice, writing, and critical thinking. They also learn to conduct literature searches, identify research designs, and evaluate evidence.

Completing Your Nursing Capstone

Capstone formats and completion times widely vary between programs. Students at Luther College and Purdue University Northwest complete their capstones in 4-5 weeks, while Ferris State University specifies a timeframe of 30 hours of online classes and 90 hours of applied project work. Case Western Reserve University’s capstone spans 10 weeks.

Regardless of the program, most students follow a PICO format for project proposal questions of inquiry: population, intervention, comparison or condition, and outcome.

Some universities allow capstone projects to be completed in teams, in which students develop and implement the project. Capstone components may include defining the project and the team leader’s role, selecting team members, and formulating the project plan.

In addition to the skills previously referenced, such as knowledge of evidence-based care, critical thinking, and effective writing, capstone courses hone leadership and management abilities These include mastering therapeutic communication, applying leadership and management concepts, and developing collaborative relationships and working on multidisciplinary teams.

Presenting Your Nursing Capstone

The capstone process culminates in a paper or presentation that measures students’ skills in communication, information dissemination, and application of evidence-based practice skills. Members of the public may attend.

Utilizing the poster format, students commonly use three panels to illustrate: (1) the background, problem, and purpose; (2) methodology; and (3) 2-3 key findings and implications. Students who present using PowerPoint on a laptop or other device should pay attention to time limits, planning for one slide per minute, and verify that equipment and internet connectivity are available.

Visuals like graphs, figures, and bullet points are more effective than large blocks of text . Students should practice presenting in front of others to ensure that they thoroughly know their content and can answer questions. Backing up a copy of a PowerPoint presentation and printing out copies or transparencies guards against last-minute glitches.

How is a Nursing Capstone Graded?

Capstone grading methods differ between programs, with some issuing letter grades and others using a pass/no pass system. Grades typically hinge on a percentage basis of the project’s written sections, the final proposal, and the presentation. Faculty evaluate how students execute the capstone course objectives, which may include the following:

Students’ presentation skill evaluation criteria include exhibiting thorough preparation and knowledge of the subject matter, clear and concise communication, adherence to any time limits, ability to answer questions and cite references, and persuasiveness.

What is the Difference Between a Nursing Capstone and a Thesis?

Students complete capstones individually or in groups, while thesis projects must be done alone. Capstone project time lengths span between four and 12 weeks, while graduate students work on their thesis projects throughout their 2- to 3-year programs. Graduate thesis courses generally take place over 1-2 semesters to keep students on track.

Finally, capstone topics evaluate current issues and theories; thesis students incorporate existing case studies and literature while exploring and arguing for their own original research. Some schools require students to publish their thesis papers in a healthcare journal.

Reviewed By:

Theresa Granger

Theresa Granger, Ph.D., MN, NP-C With over two decades of teaching and clinical practice as a family nurse practitioner, Dr. Granger is an expert in nursing education and clinical practice at all levels of education (associate, baccalaureate, and graduate). She has published and lectured extensively on nursing education and clinical practice-related content. Her expertise ranges from student advising and mentoring to curricular and content design (both on ground and online) to teaching and formal course delivery. Dr. Granger is one of the founding faculty members of the University of Southern California’s first ever fully online graduate family nurse practitioner program .

Whether you’re looking to get your pre-licensure degree or taking the next step in your career, the education you need could be more affordable than you think. Find the right nursing program for you.

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Overwhelmed by the abundance of online nursing programs? This guide can help you navigate the possibilities and narrow down the options.

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2020 VPA Senior Capstone Projects and VPA Awards

VPA majors in the class of 2020 senior class designed their capstone projects to highlight their work. Chosen by the faculty of VPA, our  Annual Awards  also highlight the creativity and excellence of our students and events.  See 2021 capstone projects .

What is a senior capstone project?

Senior capstone projects take place in the senior year of study. They are designed to explore a passion with intensity, take the shape of a large experiential project, or complete a research topic written thesis. Projects are designed to challenge and upend your comfort zone. They are publicly celebrated through performance, exhibition, publication, and oral presentation.

VPA Senior Capstone Projects 2020

Performing Artist of the Year-Theatre

Emily Burke  (2020) was nominated for her performance in the fall VPA production of  The Moors,  where she appeared in the role of Huldey. Emily is a Theatre Arts and English major and served this year as the President of the Onstagers Dramatic Society. Emily was also cast in the role of Gertrude McFuzz in the spring musical  Seussical: The Musical  which, unfortunately, had to be cancelled when the college moved to remote learning.

Additional Nominees in this Category: Sarah Scougall 

Performing Artist of the Year-Music

Dillon Cloonan  (2020) was nominated for his innovative concept and execution in his senior capstone project for his Contract Major in Music. Dillon’s project investigates the intersections between the musical styles of rock and rap. Drawing on his extensive and diverse musical knowledge, Dillon’s capstone yielded a well-researched academic thesis, as well as creative music composition work connecting the musical elements of these two styles.

Additional Nominees in this Category: Mike Emery, Kristen Scheeler

David Raymond Visual Artist of the Year

Kevin Benkart  (2020) was nominated for his creative blend of art and design in his senior project. His project brings mental health issues into dialogue producing two complimentary artifacts. Kevin’s working process yielded both highly engaging visual work for a streetwear brand, as well as a thematically linked collection of songs.

Additional Nominees in this Category: Emma Hoey, Nick Paolino, Josh White

Arts Event of the Year

The Merrimack College Christmas Concert  (December 2019) featured the Merrimack Concert Band, Concert Choir, and Jazz Ensemble joining forces to present their annual musical celebration of the Christmas season in the Rogers Center. A second performance of the concert was added for the first time this year, due to audience demand. A benefit event for Lazarus House, all proceeds were donated to that organization to help with their food pantry, homeless shelter, and other services. Over $5,000 was raised at the concerts for these programs, a new record.

Additional Nominees in this Category:  The Moors  (VPA Department Show;  Youniverse  by Emma Hoey, a Pop-Up Exhibition

Nancy Wynn Department Chair and Associate Professor, Graphic Design 978-837-3433 |  email

Dan Vlahos Assistant Professor, Graphic Design 978-837-5952 |  email

Merrimack Health Promotion and Management Graduate Student, Former Green Beret, Publishes Book

Dave Fielding M’25 wrote “Into the Darkness: A Journey of Love, War and Emotional Freedom” about his mental health struggles while serving in the U.S. military.

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School of Medicine Department of Family Medicine

Department of family medicine, scholarly projects.

As part of a fully integrated four-year residency, our residents complete an individual, longitudinal capstone project which requires sustained effort over the four years of residency. These projects provide residents with the opportunity to integrate and demonstrate their knowledge of a subject that interests them.

Upon completion, residents will have produced one of the following learning outcomes:

• Development of a postgraduate medical education curriculum that is testable and can be implemented by our residency or in other educational settings.
• A quality improvement intervention that can be reported in a publication that reflects the Standards for Quality Improvement Reporting Excellence (SQUIRE) publication guidelines.
• A clinical or community-based research project that results in a peer-reviewed, publication-ready article.

Developing one of these three learning outcomes provides our residents another avenue for professional development and a means to contribute to the knowledge base of the  medical profession.

Examples of past capstone projects

• “Feasibility of a Telemedicine Model for Inpatient Palliative Care Consults”
• “Transgender Health Curriculum”
• “The Effects of Psychosocial Adversity, Adult Attachment and Resilience on Health”
• “Reproductive Health Services at School-Based Health Centers in Oregon”
• “Predictors and Barriers of Transfers of HIV Care Between Rural Health Centers in Kenya”
• “A Pilot Study to Investigate the Feasibility and Efficacy of Primary Care Physician- Led Shared Medical Appointments for the Treatment of Co-Morbid Major Depressive Disorder and Diabetes"

Capstone topics and recorded presentations

Class of 2023.

May 2023 Presentations:   Capstone Project Presentations Group One  ( access code: GuxtSg2d)

Michelle Scheurich:  Obstetric and Newborn Services in Rural and Frontier Oregon - A Needs Assessment 

Omar Fares: Implementing a Point-of-Care Ultrasound Curriculum for Family Medicine Residency Faculty

Britt McAdams:  Training with Family - A Needs Assessment of Current and Former Parenting Residents in OHSU's Family Medicine Residency

June 2023 Presentations:   Capstone Project Presentations Group Two   (access code: fNB86Qwp)

Ryan Nesbit Deane:  BATHE for Resident Wellness - Findings from Inpatient Rounds

Eliza Slater:  Continuity of Community Care in Cuba - Lessons for Rural America

Alexa Rawlins:  Battling the Inner Critic - Practices in Self Compassion and Reflection for OHSU Family Medicine Residents

Andrew Wang:  Scope - Investigation of Family Medicine-Performed Colonoscopies in Oregon

Sara Shimanek:  Assessing Utilization of the Paracervical Block in Family Medicine Faculty Clinical Practice

Katie Pavlat:  Medicine Inpatient Service Patient Presentations Pre and During Covid-19 Pandemic

June 2023 Presentations:  Capstone Project Presentations Group Three   (access code: pMi7P2hF)

Sienna Nelson:  Increasing Fetal Monitoring Access for High-Risk Pregnancies in a Rural County

Brooke Bachelor:  OHSU Integrative Health Collaborative (OIHC): Exploring Virtual Platforms as a Tool for Integrative Health Collaboration

Emily Dollar:  Food as Medicine - Evaluating a Vegetable Prescription Program in Oregon

Hilary Titus: Senioring ( https://youtu.be/AriWxcIWd84 ) - click on the link to view.

Class of 2022

May 2022 Presentations:  Capstone Project Presentations Group One   (access code: 3rRKXrmY)

Nikki Cairns:  Addressing Gender Bias in Remediation and Feedback

Robin Vest:  Human Papillomavirus Vaccination for Postpartum Patients: A Quality Improvement Initiative

Ishak Elkhal:  A Foray into Biostatistical Modeling in the World of COVID

Justin Lee:  Implementation and Assessment of Anti-Racist Structural Competency Training for First Year Medical Students

May 2022 Presentations:  Capstone Project Presentations Group Two   (access code: Yf9vQa8F)

Patty Tran:  Community Health Needs Assessments of the Asian American Population in the Portland Metropolitan Area

Nate Andrews:  Integration of Lifestyle Medicine into OHSU Family Medicine Residency Curriculum

Laurence Moore:  CPCC Reverse Integrated Behavioral Health Clinic Impact Study

Annie Buckmaster:  @ohsufamilymedres: Social Media as a Tool for Applicant Recruitment

June 2022 Presentations:  Capstone Project Presentations Group Three   (access code: jF2eTpSP)

Elizabeth Corwin:  An Educational Presentation for OHSU Family Medicine Providers with Aim to Improve Screening for Tuberculosis in Prenatal Patients

Arisa Takeuchi:  Improving SIC Conversation in FM Residency

Mel Ruberg:  The F.R.E.E.dom Experiment: Family Residents Exploring Evidence

Class of 2021

May 2021 Presentations: Capstone Project Presentations Group One   ( access code: bUTi6RGP )

Josh Cohen: Mixed Methods Analysis of Outcomes of Graduates of OHSU's 4 year FM Residency

Colleen Cooper: The EMBRACE Curriculum: Creating a Medical Student Elective on Neonatal Opioid Withdrawal

John Mitchell: Physical Activity Promotion in Primary Care: Exercise as a Vital Sign

May 2021 Presentations: Capstone Project Presentations Group Two   ( access code: Wyv53i3m )

Jenan Hilal: Needs Assessment for Reproductive Health Access in Columbia County

Di Deng: POCUS Curriculum Development in the Time of COVID

Megan Quinlan: Improving Inpatient Didactic Teaching for Residents on a Family Medicine Inpatient Service

Dan Slowey: Medical Legal Partnerships: Challenges, Solutions, and Reflections

June 2021 Presentations:  Capstone Project Presentations Group Three   ( access code: Pj5unC6M )

Katie Putnam: Landscape of Pregnancy Care in the Safety Net Setting

Ben Colburn: "The Interstitium": A Novel Medium for Meaning - Making in Healthcare

Roheet Kakaday: Facilitating Gender Affirming Hormone Therapy via an EHR-based SmartSet

Alex Domingo: Virtual Residency Interviews: Equity, Effectiveness, and Carbon Footprint

Class of 2020

May 2020 Presentations: Capstone Project Presentations - Group One

Stuart Zeltzer: Improving Chronic Condition Coding and Documentation among Family Medicine Residents through a Web-based Interacting Learning Module Ryan Manns: A Food Insecurity Project at the Benson School Based Health Center Amanda Aninwene: Evaluation of Health Equity & Social Justice Book Club/Discussion Group in Family Medicine at OHSU Mustafa Mahmood: Mental Health in Portland's Muslim Population

May 2020 Presentations: Capstone Project Presentations - Group Two

Jean Yau: Knowing & Growing: Healthy Bodies, Healthy Hearts, Healthy Lives Melissa Logan: Predicting 30 Day Hospital Readmissions to the Family Medicine Inpatient Service Cait Williamson: Postpartum Depression Screening at Gabriel Park: Practices and Barriers Dominic Caruso: Planning School Health Services in the Scappoose School District: Performing a Community Needs Assessment Maria Palazeti: Maintaining Values in Medicine Brit Nilsen: Equity and Inclusion Curriculum in Family Medicine Residency Kristen Otto: Family Medicine in Botswana: Adapting an International Rotation for OHSU FM Residents Claire Montaigne: Patient Perspectives of Project Nurture - A Qualitative Analysis

Class of 2019

May, 2019 presentations:  Watch the full video here .

Mustafa Alavi: Who Really Matches into Primary Care & Why Family  Medicine? Jenna Walters: Establishing a Hospital-based Medical Legal  Partnership Kris Azevedo: Training OHSU Family Medicine Residents in  Medication Assisted Treatment for Opioid Use Disorder Ben Hersh: Developing an Objective Structured Clinical Exam (OSCE) to Improve Transgender Health Care Michael Tudeen: Program Evaluation of Oregon Medicaid's Planned  Out-of-Hospital Births Requiring Transfer to the  Hospital Gabe Plourde: Opiate Use Disorder Capstone - A Multifaceted  Approach Lisa Kipersztok: Family-Centered Neonatal Opioid Withdrawal  Syndrome (NOWS) Care: A Multi-disciplinary Improvement Initiative at OHSU

June, 2019 presentations: Watch the full video here . 

Rachel Sircar: Depression and ACE Screening in Pregnancy Hans Han: Development of a Resident Curriculum in Japan Maggie Wells: Hill Family Handbook for Patient and Physician Wellness Kelly Shaffer: Adventure Therapy for the Treatment of Addiction Cait Goss: Acquisition of Sexual and Reproductive Health Education Jessica Cody: The Impact of Stress on Work Productivity among Thai Hospital Employees Sarah Skog: Assessment of Diabetes Distress in a Patient Centered Primary Care Home

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• A Ventilation Coach for Opioid Overdose...

A Ventilation Coach for Opioid Overdose Bystanders Takes Top Prize at Inaugural Capstone Design Expo

• student competition
• undergraduate
• capstone design expo

Dean's Award winners with Testudo, Dean Samuel Graham, Jr., and Fischell Department of Bioengineering Chair John Fisher

The opioid overdose epidemic—which claimed more than 110,000 lives in the U.S. last year alone—has prompted an urgent need for accessible solutions to save lives outside of hospital settings.

Maryland bioengineering seniors rose to the challenge in the Clark School’s inaugural Capstone Design Expo by developing a device that empowers bystanders and non-EMTs to properly and safely provide overdose victims with rescue breaths.

Their capstone design project, “ Accessible Ventilation Coach for Opioid Overdose Bystanders ,” won the Dean’s Award (and a $1,000 prize) at the May 1 event, held on UMD’s College Park campus at the XFINITY Center. The bioengineering team’s innovative adjunctive device, which uses a printed circuit board, connects to a bag valve mask (BVM) and provides visual guide LEDs for the proper rate and depth of breath compressions, along with feedback LEDs synchronized with the user’s performance. An audio system also provides coaching during use, guiding users in real time to increase or decrease their speed or pressure of compressions. Advisors to the team were Associate Professor Ian White of the Fischell Department of Bioengineering and Robert E. Fischell Institute for Biomedical Devices , and physician scientist, entrepreneur, and Associate Dean for Innovation and Physician Science Development at the University of Maryland School of Medicine, Dr. Jason Rose.

“The number one cause of death from opioids is respiratory failure,” explained team lead and Clark School senior Kelly Yeung, “so the best immediate treatment is to support respirations. But safe use of a BVM requires training: That’s why we developed this device, to empower people to perform life-saving breaths before EMS arrives,” said Yeung, who also works as an additive technician at Terrapin Works . “We’ve imagined that this could be similar to an automated external defibrillator for cardiac arrest—and stationed in similar locations.”

The Capstone Design Expo brought more than 500 senior-level students from across Maryland Engineering’s civil and environmental, aerospace, mechanical, and bioengineering programs to present their capstone projects. Working under the guidance of faculty members and industry experts, students engaged in a year-long engineering project process that culminated in the design competition judged by experts in their respective fields.

“I want to thank our students for designing these innovative engineering solutions to some of the grand challenges we’re facing. We are very proud. These projects point to your quality work and collaboration—and to your desire to make a difference in the world through engineering,” Clark School Dean Samuel Graham, Jr., told the participants at the event.

Capstone Design Expo Photo Gallery

Civil and environmental engineering senior projects ranged from heat index and power outage emergency frameworks, to analysis of roadway infrastructure, to “cooler” solutions for bus stop design in Washington, D.C. Working under the guidance of Professor Deb Niemeier , the Clark Distinguished Chair in Energy and Sustainability, with senior project manager at Allan Myers Will Sigafoose as client contact, the department’s winning project, “ Alternative Central Avenue Conduit System ,” provides a case study in response to the Central Avenue Design-Build project in Baltimore and serves as a general guide for future conduit redevelopment projects.

“The students are eager to show what they’ve accomplished, not only solving engineering problems but helping to solve ethical and social issues, too,” said Nii O. Attoh-Okine , chair of the Department of Civil and Environmental Engineering. “It’s not all about profit, but it’s about answering the question, ‘how did we touch others with our design’?”

Bioengineering and biocomputational engineering majors worked to make medicine safer, more effective, and more accessible through projects that aim to improve current standards of care for treating aneurysms, diagnosing Covid-19, improving the tracheostomy process, and more. The winning team’s project, “ A Modified Syringe Design to Simplify the Preparation of Weight-Based Pediatric Medication ,” proposes a cost-effective, user-friendly, syringe-like device that features an adjustment dial to reduce risk of error and improve pediatric patient outcomes.

Project judge Matthew Dowling ’12 is founder and chief scientific officer of biotechnology research company Medcura and a member of the department’s advisory board. Having participated in departmental capstone showcases for several years, he said he always enjoys the interaction with students. “I get to hear how they’re learning about bioengineering and applying what they learn,” he said. “It’s great how they’re partnered with clinicians who introduce them to real, unmet needs—that’s huge.”

Alison Flatau , chair of the Department of Aerospace Engineering, called the Capstone Design Expo “a fantastic opportunity for students and faculty.” She said she was impressed with how well teams of more than twenty students tasked with mission challenges were able to integrate their pieces of the larger, system-level scope. “It gave me a great sense of pride seeing how well prepared our students are for taking on the big and high-impact challenges that are ahead of them.”

Project judge Megan Bock ’06, M.Eng. ’10 , a missions systems engineer at NASA Goddard Space Flight Center, remembers her own capstone process as a Clark School student. “I know what the capstone experience did for me. I learned a ton, and it was probably the most realistic simulation of life as a NASA engineer,” she said. That’s why she returns to campus: “I view this as part of the cycle of life, and I want to come back and see who I’m going to be working with someday.”

Harry Dankowicz , chair of the Department of Mechanical Engineering, noted the enormous diversity—and coverages—he saw at Capstone Design Expo. “Even in different engineering disciplines, our students are often tasked with the same kinds of challenges, and they have to bring in tools from outside of what they’re immediately learning,” he said. “There’s both the diversification of the problems and the convergences that really make a difference to solutions.”

As executive vice president and chief operating officer at the Housing Authority of Baltimore City, mechanical engineering alumna and project judge Monica Watkins ’94 is always on the lookout for tomorrow’s engineers. “I have made it my personal mission to be involved,” she said, and she liked what she saw. “What I’m observing is the thought process—the intentionality, the critical thinking, the strategic planning and design. We value those skills. Not just that you’re an engineer, but that you have the mindset to work through problems and recommend solutions that we may not have considered.”

For the Dean’s Award winners, the team is looking ahead to what’s next for their medical device to empower opioid overdose bystanders. “I was super stoked to hear from everyone that they wanted to see this go to market and that they see this as a viable solution,” said Yeung. “Moving forward I want to see where this goes. I think it could be something big.”

To read more about all 98 student teams, visit the Capstone Design Expo site .

Published May 8, 2024

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