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CH-GAGANRAJ/README.md

I build with LLMs — agents, RAG pipelines, and the infrastructure that holds them together. GSSOC-2026 Open Source developer, recently shipped a production QA agent and a product knowledge graph at an AI startup, and I contribute to open-source LLM tooling on the side.


🔭 What I'm into right now

🧠  Product Knowledge Graphs — a persistent shared-understanding layer for AI
     systems, instead of re-deriving context every single session

🤖  Agentic systems — multi-stage pipelines (safety → intent → memory →
     routing → execution) over single-shot prompting

🔌  LLM infra — contributing to LiteLLM, the unified gateway for 100+ model
     providers

🛠️ Tech Stack

Python Java C++ JavaScript
FastAPI Flask Django React
PostgreSQL MongoDB Docker Git
LangChain Claude OpenAI RAG


🏆 Achievements
🥇 Smart India Hackathon 6th Place
🚀 HackwithHyd @ Microsoft Finalist
🧩 LeetCode 1600+ Rating · Top 15% · 800+ Problems Solved
📜 Certifications Google Cloud Data Analyst · Java (IIT Bombay) · DSA (NPTEL)

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