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utsab345/README.md

Utsab Dahal

AI/ML Engineer, Backend Developer, open source contributor, and debugger

AI/ML engineer and backend developer based in Nepal. I build practical machine learning systems, retrieval-augmented applications, and reliable APIs that turn research ideas into usable products.

Portfolio · LinkedIn · Email

Focus areas

  • Retrieval-augmented generation and LLM applications
  • AI agents and workflow automation
  • Reinforcement learning and world-model research
  • Natural language processing and computer vision
  • Python backend development with FastAPI
  • Containerized services and production ML deployment

Selected work

Project What it demonstrates
Digital Liver World Model JEPA-style world model for sequential clinical-state prediction
Medical RAG Chatbot Document retrieval and question answering over medical content
DeepFake Detection Agent An agent workflow for manipulated-media detection
Nepali GPT-2 Language model training for Nepali text
CodePilot AI-assisted software development
FastAPI 12-Factor App A containerized FastAPI service structured for deployment

Open source

I contribute fixes, tests, and documentation to open source projects. My development workflow emphasizes clear APIs, reproducible debugging, focused tests, and maintainable production code.

GitHub contribution activity

GitHub statistics

Utsab's GitHub statistics Most used programming languages

Development stack

Languages and scripting

Python C++ C JavaScript TypeScript

AI, data, and application libraries

PyTorch TensorFlow Hugging Face LangChain JEPA Reinforcement learning GNNs GRU Integrated Gradients scikit-learn Pandas NumPy

Backend, tools, and environments

FastAPI Flask MongoDB Docker AWS Git GitHub Actions

Currently learning

Deep learning systems, evaluation for LLM applications, and dependable ML deployment.

Education

Electronics and Communication Engineering, Pulchowk Engineering Campus, Nepal.

I am open to internships, entry-level AI/ML roles, backend engineering opportunities, and thoughtful open-source collaboration.

Pinned Loading

  1. pr-agent pr-agent Public

    Forked from The-PR-Agent/pr-agent

    🚀 PR Agent: The Original Open-Source PR Reviewer. This project It is not the Qodo free tier.

    Python

  2. DigitalLiverWorldModel DigitalLiverWorldModel Public

    JEPA-style world model for digital liver disease progression — predicts future 8-D clinical states from observed trajectories.

    Python

  3. Nepali_GPT2 Nepali_GPT2 Public

    A GPT-2 style causal language model trained from scratch on ~41 million tokens of Nepali text.

    Python

  4. sympy sympy Public

    Forked from sympy/sympy

    A computer algebra system written in pure Python

    Python