Minneapolis, Minnesota, United States
I build AI systems that solve real engineering problems. At my current role, I designed an agentic AI system for engineers covering the full stack from data ingestion and RAG pipeline to LLM reasoning, reflection, and personalized memory. My focus areas include agentic AI design with ReAct, Plan-Execute, and OODA frameworks, RAG pipeline optimization with hybrid retrieval, multi-stage reranking, and quality-gated ingestion, as well as context engineering, prompt engineering, and LLM evaluation. I work primarily with Python, LangGraph, LangChain, FastAPI, ChromaDB, and Claude API. I care about building AI systems that know when they don't know — designing with confidence calibration, hallucination mitigation, and responsible AI practices from day one.