RAG · Postgres · FastAPI
Agentic SQL RAG
Grounded retrieval system combining SQL, hybrid search, citations, and document-aware AI responses.
Overview
A retrieval-augmented generation system that integrates structured storage, hybrid retrieval, grounded responses, evidence citations, and production deployment. It was built as a portfolio-grade system spanning backend, retrieval, evaluation, and UI.
Evidence
- 1
Implemented hybrid retrieval with database-backed indexing and ranking.
- 2
Built grounded response workflows with evidence and citations.
- 3
Deployed the API and UI publicly with a production-style architecture.
Skills Used
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I build production-style AI, data, backend, and cloud systems with a focus on real usability, structured design, and deployable architecture.