I am a Software Engineer at Brain Station 23 and an AI/ML Researcher. I work on reliable LLM systems — RAG pipelines, LangGraph agents, and guardrails that catch bad outputs before they reach a user.
My research sits at the intersection of trustworthy AI, LLM / RAG evaluation, and low-resource NLP.
- Building agentic LLM systems and retrieval reliability tools in production
- Open to collaboration on LLM agents, RAG evaluation, and multilingual NLP
Software Engineer · Brain Station 23
2024 – Present · Dhaka, Bangladesh
| RAG systems | Pipelines over structured knowledge bases (~92% retrieval accuracy, sub-200ms latency) with output validation |
| LLM agents | LangGraph workflows with structured outputs and safety guardrails — 1st place, AI Hackathon 2025 |
| Document AI | Gemini Vision pipelines for schema-constrained extraction at 100K+ records/day |
Languages
ML / NLP
LLMs & Agents
Systems
