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MysoreSparrow/README.md

Hi, I'm Keshav 👋

Senior Data Scientist at Unilever R&D · Building production GenAI systems at scale


🔭 What I work on

  • Agentic AI & RAG — LangGraph multi-agent orchestration, retrieval-augmented generation, MCP integration
  • Knowledge Graphs — Neo4j, graph-enhanced retrieval, ontology-driven pipelines
  • LLM Evaluation — Langfuse observability, RAGAS metrics, production monitoring
  • Document AI — Docling, OpenSearch, large-scale R&D document ingestion (~15K docs)

🚀 Current project

Pramāṇa — An open-source agentic RAG system built with Gemma 4, BGE-M3, LangGraph, Qdrant, Langfuse, and RAGAS.
Modernised from production architecture at Unilever R&D.


🛠️ Stack

Python · LangGraph · LangChain · LlamaIndex · Neo4j · Qdrant · Azure AI
Gemma · BGE-M3 · Langfuse · RAGAS · Docling · FastAPI · Docker


📫 Let's connect

LinkedIn

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  1. Pramana Pramana Public

    Agentic RAG platform — LangGraph · BGE-M3 · Qdrant · Gemma 4 · Langfuse

    Shell