
Software Engineering student at the University of Dhaka. I build full-stack AI products, multi-agent applications, RAG pipelines, and TinyML robotics. AI Buildfest champion, two-time CTF award winner, and an unapologetic systems person.
My bias is toward systems you can inspect. A model is only useful if a human can see why it did what it did — so I spend most of my time on the scaffolding around the model: the retrieval, the context manager, the on-device runtime, the guardrails. The demo is easy. The trustworthy version is the work.