Backend engineer focused on the reliability behind automation workflows: APIs, webhooks, database-backed state, retries and idempotency, failure handling, and test/retest evidence. I work mainly with Python/FastAPI, TypeScript/Node.js, and PostgreSQL. Open to bounded workflow repair and implementation work. Proof: https://niyampaneru.me/proof/