Analyze-and-repair workflow that generates patches through a FastAPI-backed web studio.
Selected work
Recent hack wins.
Full-stack finance engine with multi-source API ingestion, RAG insights, and BYOK LLM routing.
Public-data ETL with graph scoring and SQL analytics for ranked EV expansion outputs.
OCR plus ML classification and semantic anomaly detection for receipt approvals.
Writing
Medium notes.
I write practical notes on prompt behavior, agentic workflows, and engineering tradeoffs, including my latest prompt accuracy note.