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aerubanov/README.md

Hi there ✨👋✨

My name is Anatolii, I work in machine learning, mainly using Python, and I love open source.

My Skill Set

Python pytest pytorch PyMC pandas numpy scikit-learn OpenCV Git Bash Docker Linux Node.js AWS Databricks R2RML LinkML SPARQL

I`m working on/learn now

  • Transformer architecture and NLP-related topics
  • Agent-assistent development (Codex, Antigravity, Claude Code)
  • Structured data extraction from unstructured documents using LLMs
  • Knowledge graph engineering
  • C++ (from machine learning and HPC perspective)
  • Contributing to [pymc](https://github.com/pymc-devs/pymc
  • XRD patern analysis using pymc.

Recent projects:

What I want to learn

  • MLOps
  • Databases
  • Cuda
  • Algorithms for modern hardware (CPU and GPU)

Some facts about me

  • 🔭 I’m mainly interested in technologies related to machine learning and data processing
  • 🌱I'd like to learn and contribute to open-source technologies
  • 👨‍🎓 I have some background in material science and engineering - when I was a phd student, I published several papers about metal additive manufacturing
  • ⚡ My favorite sports are running, cycling, and cross-country skiing
  • 😄 I`m an AWS Certified Developer – Associate

Pinned Loading

  1. SmolLMSuperWeight SmolLMSuperWeight Public

    Implementation of The Super Weight in Large Language Models paper (unofficial)

    Jupyter Notebook 2

  2. runpod-exp-setup runpod-exp-setup Public template

    Repo template with CD pipline to deploy your ML exp code on runpod

    1

  3. HMC_visualization HMC_visualization Public

    JavaScript

  4. d3s_repro d3s_repro Public

    Python

  5. air-quality-data air-quality-data Public

    Serverless ETL pipeline and OLAP database for air quality data analytics based on AWS cloud

    Python