At EATL, I built a personalized study planner that turns students’ performance and exam dates into study plans with topic breakdowns, estimated hours, and linked resources. I designed its FastAPI backend and RAG pipeline, and tuned Gemini and Llama workflows against test scenarios before release to student users.
For Dhaka Tesla Pool, I developed a ride-pooling platform and prevented concurrent bookings from overfilling seats using database controls, race tests, and integration tests. My undergraduate thesis at Islamic University of Technology (IUT) recovered accuracy lost to reasoning compression on GSM8K, improving it from 69.0% to 72.0% with multi-layer activation steering.
