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kabartay/README.md

Hi, I'm Mukharbek 👋

AI/ML & MLOps engineer · PhD in Astrophysics
I build machine-learning systems end to end, from research to production, and small tools that make that work easier.

Portfolio LinkedIn Kaggle Hugging Face Medium X Email

🧭 About me

  • 🔭 Now: AI/ML & MLOps
  • 🎓 Entrepreneurial Studies, Cambridge Judge Business School (UK)
  • 🎓 PhD in Astrophysics, Université de Strasbourg (France)
  • 🎓 MSc in High Energy Physics, École Polytechnique (France)
  • 🎓 MSc in Space Physics, St. Petersburg Polytechnic University (Russia)
  • 🤝 Facilitator, Data Study Group, The Alan Turing Institute (UK), 4x participant
  • 🤝 Mentor, Machine Learning Crash Course, SPbSPU Polytech (Russia)
  • 🤝 Mentor, Kaggle BIPOC Grant Program (2 mentees)
  • 🧬 Leading the Circassian DNA project: circassiandna.com

🚀 Featured projects

Project What it is Links
fintfm A tabular foundation model for corporate credit risk, pretrained only on synthetic data and measured in public, including where it loses PyPI Leaderboard DOI
aava An open world that comes alive as you build in it: a 3D exploration-and-building game for my children, on Godot 4 DOI
Tokenwatch Claude Code quota and context, live in the VS Code status bar: usage, reset countdowns and a pace forecast VS Code Marketplace DOI
Jobwatch Hugging Face Jobs and their cost in the VS Code status bar, with an alert when a job fails, runs out of memory or nears its timeout VS Code Marketplace DOI
Citewatch Checks .zenodo.json and CITATION.cff as you type, shows your Zenodo DOI and warns when Zenodo is not switched on before a release VS Code Marketplace DOI

🌱 In development: Jile Tree, an independent, ancient-DNA-calibrated Y-chromosome phylogenetic tree and TMRCA estimation for Caucasus populations, built from raw sequence data rather than from existing commercial trees. Private while in development.

📚 Research

ORCID Badge Google Scholar Badge Scopus Badge Web of Science

🛠️ Toolbox

Programming Python Bash Go Rust C C++ TypeScript JavaScript HTML CSS Svelte Julia Wolfram
Python Libraries NumPy Pandas PyArrow SciPy Matplotlib NetworkX Pydantic Asyncio PyO3 Pytest Ruff
ML Frameworks PyTorch TensorFlow Keras scikit-learn XGBoost LightGBM CatBoost CUDA
LLM Toolchain Hugging Face Claude ChatGPT Mistral AI Ollama LangChain LlamaIndex Pinecone Langfuse GitHub Copilot Cursor
MLOps Tools MLflow Kubeflow KServe Ray ONNX Temporal
API Tools FastAPI Flask Streamlit
Cloud & DevOps AWS Google Cloud Terraform Docker Kubernetes Helm ArgoCD GitHub Actions Jenkins
DB & Streaming Postgres MySQL SQLite MongoDB ArangoDB Neo4j Apache Kafka
Science pysam DendroPy rasterio pyproj netCDF4 PyVista h5py
Dev Tools macOS Linux Ubuntu iTerm2 Visual Studio Code Vim Emacs Jupyter Google Colab Git GitHub
More tools: packaging, collaboration, docs, learning
Packaging PyPI Homebrew npm
Collaboration Atlassian Jira Notion Miro Slack
Documentation Confluence Sphinx Markdown GitHub Pages LaTeX Overleaf
Learning · open courses list Coursera edX FutureLearn Udemy Khan Academy Kaggle Learn LeetCode HackerRank

📊 GitHub stats

Mukharbek's GitHub stats

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  1. portfolio portfolio Public

    Portfolio

    HTML 3

  2. openunivcourses openunivcourses Public

    FREE ML Courses from Top Universities

    HTML 253 51

  3. fintfm fintfm Public

    A tabular foundation model for corporate credit risk, pretrained only on synthetic data and measured in public, including where it loses.

    Python 1

  4. aava aava Public

    An open world that comes alive as you build in it — a 3D exploration-and-building game made for my children, on Godot 4

    GDScript 1

  5. tokenwatchclaude tokenwatchclaude Public

    Claude Code quota and context, live in your VS Code status bar: 5-hour and weekly usage, reset countdowns, a pace forecast and ctx %. No more typing /usage or /context.

    TypeScript 1

  6. jobwatch jobwatch Public

    Your Hugging Face Jobs and their cost in the VS Code status bar: what is running, what it has cost, and an alert when a job fails, runs out of memory, nears its timeout or waits in the queue.

    TypeScript 1