Ruslan
Data Scientist
Summary
🤩
RockstarRuslan is a data scientist with eight years of hands-on experience applying machine learning and reinforcement learning techniques to real-world problems. He holds an M.S. in Data Science from Ukrainian Catholic University and contributes to high-profile open-source projects such as Facebook Research’s Habitat-Lab, where he implemented and extended RL policies and improved usability and configs. Comfortable bridging research and engineering, he focuses on turning experimental policies into maintainable code and production-ready components. Based in Ukraine, he blends academic training with pragmatic software engineering, often tackling both algorithmic design and repository maintenance. Notably, his contributions to embodied AI tooling show a knack for making complex agent behaviors reproducible and configurable.
8 years of coding experience
Github Skills (9)
deep-reinforcement-learning10
pytorch10
machine-learning10
python10
reinforcement-learning10
ai9
deeplearning-ai9
deep-learning9
computer-vision8
Programming languages (5)
Github contributions (5)
facebookresearch/habitat-lab
Aug 2020 - Jan 2023
A modular high-level library to train embodied AI agents across a variety of tasks and environments.
Role in this project:
ML Engineer
ML EngineerContributions:214 reviews, 99 commits, 153 PRs in 2 years 6 months
Contributions summary:Ruslan primarily contributed to the Habitat-Lab repository by implementing and modifying policies related to reinforcement learning. Their work included creating a policy registry, adding new policies like PointNavResNetPolicy and PointNavBaselinePolicy, and updating the default configuration files to accommodate the new policy implementations. The user also addressed minor issues, such as fixing example code and updating installation instructions, indicating an involvement in overall project maintenance and usability enhancements.
ai-agentaicomputer-visionroboticssimulator
rpartsey/pointgoal-navigation
Dec 2020 - Jun 2022
Contributions:364 commits, 1 PR, 4 pushes in 1 year 6 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.