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Bharath Sampadi
developerAI Engineer
Public projects
SignalRank-RAG
Retrieval and agentic AI system for RAG: BM25, dense and hybrid search, reranking, adversarial evaluation, relevance feedback, observability, and automated Azure deployment.
Pythonazure-container-appsbm25fastapi
signalrank-console
React + TypeScript console for querying SignalRank-RAG and inspecting answers, retrieval settings, and evidence.
TypeScriptai-interfacefrontendrag
signalrank-mcp
MCP interface for SignalRank retrieval and evidence workflows.
Python
counter-evidence-loss
RAG evaluation research on hidden counter-evidence, faithfulness failures, and answer-changing evidence metrics.
Python
saas-agent-lab
B2B SaaS admin backend: users, licences, seat assignments and an append-only audit log. Built with FastAPI, SQLAlchemy 2 and Alembic. Layered, transactional and fully tested; the foundation for verified AI-agent actions.
Pythonalembicaudit-logbackend
Likely stack
TransformersVector DBMCPFastAPIReact
