Hi there ✨👋✨

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

My Skill Set

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:

• https://github.com/aerubanov/HMC_visualization - Interactive web application to visualize the Hamiltonian Monte Carlo (HMC) sampling algorithm
• https://github.com/aerubanov/SmolLMSuperWeight - Implementation of The Super Weight in Large Language Models paper (unofficial)
• https://github.com/aerubanov/runpod-exp-setup - Repo template with CD pipline to deploy your ML exp code on runpod

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