Projects

My research background is in the energy sector. During Summer 2024 at Oakridge National Laboratory, I studied Large Language Models and GraphRAG to help maintain aging hydroelectric infrastructure. Previously, I conducted research in nuclear fusion at Princeton Plasma Physics Laboratory focusing on stellarator design, and in nuclear fission at MIT working on AI-based surrogate models for reactor core optimization. I have also published research on ethical hacking at Johns Hopkins Applied Physics Laboratory.

I seek to build a career developing complex decision making systems that are of particular benefit to society, science and engineering. Here is some of what I’ve built in my free time:

Social Impact

• Mediconnect: UMD Grant funded SMS Chat Bot to connect injured protesters to medical help during BLM Protests.
• LivEco: Mobile image classifier app for the identifying and understanding different forms of recyclables.
• MCPSClassroomHelper: Using APIs and Node.js to help MCPS school district students manage online coursework.

AI + Machine Learning

• COVID-19 Risk Data Analytics: Using Random Forest and SVMs to classify COVID Risk by U.S County.
• NLP Sentiment Analysis: Using TF-IDF analysis and classifiers for effective movie review sentiment prediciton.
• DanCV: OpenCV Object Detection for Autonomous Robot Pathfinding & Obstacle Avoidance

Mobile App Development (iOS + Android)

• NuCare: Simple Nuclear medicine and radiation treatment information for patients and families.
• MCPSClassroomHelper Mobile: iOS + Android companion app to developed website for helping students organize their schoolwork.
• Star Sentry: An old school arcade space shooter game for iOS devices.

Thank you for your patience! Detailed project blogs coming soon...