Portfolio
Production AI systems — real evals, real costs, traceable to code.
Most engineers own one layer. The leverage is bridging them — trusted data → signals → agents → human adoption.
Healthcare AI Platform — Signal Layer
L1.5 Signal Intelligence — machine intuition (anomaly, cluster, classify) computed before the agent and fed in as labeled facts.
Healthcare AI Data Engineer
L1 data backbone, deployed for real — dbt medallion warehouse on BigQuery (55 tests green) + FastAPI cockpit + a Vertex-grounded RAG agent over 55K synthetic patient encounters.
Healthcare GenAI Engineer
Healthcare RAG service — BM25/dense hybrid + PII guardrails + custom-proxy eval + CI regression gate.
Pied Piper Legal Simulator
Grounded VC term-sheet advisor — Gemini on Vertex reads a clause, cites it, and explains who it favors + which Silicon Valley episode it mirrors.
Healthcare Forward Deployed Engineer
Customer-deployable ER triage assistant — one workflow, one runbook, one postmortem, one acceptance gate.
Healthcare Analytics on Microsoft Fabric
FastAPI + dbt + Fabric lakehouse + TMDL semantic model + MLflow — interview-ready proof stack.