About Me

I develop LLM agent/workflow systems and retrieval pipelines for clinical-domain applications. Recent work includes stateful graph orchestration (routing, loops, retries, state), tool use with strict structured I/O contracts, hybrid retrieval + reranking, citation grounding, and evaluation harnesses for regression and risk control. I have also worked on large-model training and compliance filing.