Navin Sreyas
@navinsreyas
Data Analyst | SQL · Power BI · dbt · Python | LLM, RAG, MLOps
Deakin University Melbourne On GitHub since July 2025
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Production-grade agentic RAG system with three retrieval strategies — hybrid vector search, temporal knowledge graph (Neo4j + Graphiti), and full-page vector search. Pydantic AI agent, FastAPI backend, deployed on Cloud Run with managed Postgres + Neo4j Aura. TypeScript frontend, MCP server, Sentry, Prometheus metrics.
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