Mustafa Noman

Case studies

A multi-agent workspace copilot on LangGraph — an OpenRouter orchestrator routes Instructor-validated tool calls between a Pinecone RAG knowledge-base agent and a Supabase room-booking agent, gated by a 60-scenario evaluation harness.

  • Python
  • FastAPI
  • LangGraph
  • Instructor
  • OpenRouter
  • Groq
  • Pinecone
  • Supabase
  • Streamlit

A Streamlit app that turns a photo of a grocery list into categorized, stored data — Gemini extracts the items, Groq classifies each into one of six categories, and MongoDB keeps per-user history with automatic totals.

  • Python
  • Streamlit
  • Gemini AI
  • Groq
  • MongoDB

Contact

If any of this is the shape of your problem, write to me.

I read everything. A sentence about what you’re building and where it’s stuck is plenty — you don’t need a brief.

Start a conversation

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mnipk1243gmail.com