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x2ankit/README.md

Ankit Arayan Tripathy

LLM Systems · RAG Pipelines · AI Agents · LangGraph · LangChain · FastAPI · PostgreSQL · Redis · Docker · ChromaDB

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I build AI systems - RAG pipelines, LLM backends, and stateful agent workflows engineered for production reliability.

Technical focus:

  • RAG architecture: chunking strategies, hybrid retrieval, reranking
  • Stateful agent systems: LangGraph, planner-executor patterns, checkpointing
  • AI backend engineering: FastAPI, async systems, streaming endpoints (SSE/WebSocket)
  • AI evaluation: tracing, LLM-as-a-judge, benchmark pipelines

Stack

Languages

Python

AI / LLM Systems

LangGraph LangChain ChromaDB

Backend & Databases

FastAPI PostgreSQL Redis SQLAlchemy Pydantic

Infrastructure & Tools

Docker Git GitHub Actions Linux


GitHub Snake

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