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axe-hat/README.md

Akshat Kumar Jha

Data Scientist · Model Fine-Tuning · Hardware Enthusiast

I build things that think. Small models doing serious work, clinical intelligence, agentic pipelines, and the kind of infrastructure that doesn't apologize for existing in production. Before AI, I was writing C for microcontrollers and making wheelchairs move with head gestures. The debugging skills transferred surprisingly well.

       

what I'm building right now

  • A multi-agent SLM system for high-stakes clinical decision workflows, fine-tuned models, vector knowledge stores, and a custom routing layer. No managed APIs, fully local.
  • A document intelligence pipeline that turns unstructured medical paperwork into clean, standards-compliant structured data.
  • Side projects in financial AI and engineering intelligence (coming soon to a repo near you).

published

  • Research paper in AI + Wireless Cognitive Radio Networks submitted to Scientific Reports (under review).

tech stack

AI / ML

Python PyTorch TensorFlow HuggingFace Ollama scikit-learn Keras NumPy Pandas Matplotlib W&B LangChain ChromaDB FAISS NetworkX Unsloth LoRA/PEFT

Languages

Python TypeScript JavaScript C C++ Java SQL

Web & Infra

Flask Next.js React Tailwind Node.js PostgreSQL SQLite Docker Vercel Gunicorn

Tools & Platforms

Git Linux Jupyter VS Code Postman Azure DevOps GitHub Actions

Domain

Healthcare AI Clinical NLP Health Interoperability Medical Coding Multi-Agent Systems RAG Pipelines

github stats

  







caffeine-boosted since day one

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    Config files for my GitHub profile.

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  4. Portfolio Portfolio Public

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