UofT Webring
A connected platform that showcases the portfolios of UofT students in one network.
- Implemented serverless media pipeline using AWS S3 with presigned URLs for secure uploads, CloudFront for edge caching, and Supabase for metadata management; automated image resizing with Lambda triggers
- Developed a scalable, serverless mass mailing workflow with AWS SES & Lambda, sending 10K+ emails per user with automated scaling and 99% delivery success
Next.jsSupabaseAWSCloudFront
Won @ JamHacks
FITRIS
An interactive fitness game that maps real-world exercises to Tetris controls.
- Developed a React front end, creating a responsive user interface, and built a Flask API back end using NumPy for movement detection and precise body joint tracking
- Used MediaPipe & OpenCV to classify 5+ exercises with 90% detection accuracy
ReactOpenCVPyTorchMediaPipeFlask
Won @ HackTheValley
DevDuels
A web-based game that encourages effective code reviews through competition and real-time AI feedback.
- Built a responsive front end with Next.js & Tailwind CSS, using lazy loading and code splitting and efficient rendering
- Engineered the back end with MongoDB & GitHub API for authentication, data storage, and user integration
- Implemented context-aware feedback using embeddings and RAG via LangChain, semantically analyzing code
Next.jsMongoDBLangChainTailwind
