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aerubanov/README.md

Hi there ✨👋✨

I'm Anatoly, a python developer, working remotely since 2021 🚀

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
  • Structured data extraction from unstructured documents using LLMs
  • Knowledge graph engineering
  • C++ (from machine learning and HPC perspective)
  • Contributing to 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. air-quality-data air-quality-data Public

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

    Python

  4. d3s_repro d3s_repro Public

    Python