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AnvitDevadiga/README.md

Hi, I'm Anvit Devadiga

I'm an AI Engineer building production-ready generative AI and agentic systems.

I focus on building AI that does actual work: retrieving context, using tools, coordinating workflows, and executing code safely. I care just as much about the engineering around the model—clear APIs, resilient integrations, and system reliability—as I do about the models themselves.

What I work with

  • AI & Agents: LangGraph, Model Context Protocol (MCP), tool calling, human-in-the-loop workflows
  • Retrieval & Search: RAG, Chroma, FAISS, Oracle AI Vector Search
  • Backend & Data: Python, TypeScript, FastAPI, PostgreSQL, SQLite, WebSockets
  • Models & Voice: LLM APIs, Ollama, Hugging Face, Whisper, Edge-TTS, scikit-learn
  • Infra: Docker, Git, REST APIs, webhooks

How I build

I design workflows with reliability in mind. That means isolated execution environments, explicit approval gates for external actions, deterministic calculations where accuracy matters, and proper error and rate-limit handling for production APIs.

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