Selected work
Systems, AI, and product engineering
Five projects that show distributed systems depth, GPU/algorithms work, production AI, full-stack product delivery, and software that talks to hardware.
AI
AI Support Agent
1,000+ daily queries−35% tickets
Production RAG agent with retrieval, confidence gating, and escalation — not just a chat UI. Built in a professional role for a live product environment.
- 1User
- 2API
- 3Retriever → Postgres / vectors
- 4LLM
- 5Confidence
- 6Respond or escalate
PythonLangChainRAGPostgreSQLAWSReact
Built at work — source is proprietary; no public repository.