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ahadkhan9/README.md

Ahad Khan

AI engineer @ Capgemini — building retrieval and agent systems on top of LLMs. Mostly Python, FastAPI, and the Azure AI stack. Previously: B.Tech in IT, GL Bajaj Institute.

A mix of shipped work and honest work-in-progress — these are the repos I'd point at if you asked what I've built.

Now

  • MiA-RAG — paper-accurate implementation of Mindscape-Aware RAG (arXiv:2512.17220) with the official MiA-Emb-0.6B embedding model
  • llm-learning-log — daily notes from working through Hands-On LLMs
  • ahad.works — self-hosted infra: Caddy, Docker, deploy scripts (infra)

Selected work

  • ai-gym-memory-system — conversational logger that turns free-text workout and activity input into structured records, with Gemini intent extraction and embedding-based semantic recall
  • document-intelligence-rag — enterprise RAG on Azure AI Search: chunking, vector embeddings, grounded generation, with hallucination checks
  • Agentic-RAG — multi-agent RAG for manufacturing document Q&A
  • MiA-RAG — research-paper reproduction (see Now)
  • workspace-mirror-skill — an agent skill for the Antigravity IDE that mirrors conversation and IDE state into a standalone, offline HTML dashboard

Stack

Python · FastAPI · AG2 · LangChain · Azure AI Search / OpenAI · ChromaDB · Docker · Java

Elsewhere

ahad.works · LinkedIn · ahadkhan5547@gmail.com

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