I built a Java customer management system with a Java Swing interface, Spring Boot backend, and MySQL database. I implemented customer record operations and documented REST endpoints with Swagger.
For EmotiSign, my final year project, I built a real-time sign language communication platform for ASL and Pakistan Sign Language. Its custom recognition models reached 85% top-1 accuracy for WLASL 100, and the PSL alphabet recognizer handled 37 Urdu letters in real time.
I developed EmotiSign’s Next.js frontend and FastAPI backend, including WebSocket chat with inline sign animations. I also added JWT authentication, SQLite storage, and Docker containerization.

