I built Justify as its sole engineer, a bilingual legal assistant that answers questions about Bangladeshi law with citations. I shipped its FastAPI backend on Cloud Run and Flutter web client, and improved exact-section Hit@5 from 20% to 60% with hybrid search.
For my undergraduate thesis, I built a local operating-system agent that turns natural-language goals into Linux shell actions. I added a deterministic safety shield and Docker sandbox, then red-teamed the system with adversarial prompts.
At Technonext Ltd., I built an agentic shopping assistant for the Cartup e-commerce app and owned its mobile order flow through production. I now teach project-based Flutter development at Ostad, including responsible use of AI coding tools.
