Yuriy Guts
Principal Machine Learning Engineer at DataRobot
Lviv, Lviv Oblast, Ukraine
Summary
👤
Senior🎓
Top SchoolYuriy Guts is a Principal Machine Learning Engineer with over 13 years of hands-on experience designing and shipping data-intensive AI systems used by Fortune 500 and public-sector customers. He blends deep software architecture and distributed-systems expertise with applied ML—leading AutoML, forecasting, vision, NLP and GenAI projects that have driven tens of millions in ARR and produced an international patent. A frequent conference speaker, guest lecturer, and former top-2% Kaggle competitor, he thrives at the intersection of research and production, from prototyping to deployment on Kubernetes and cloud platforms. He has scaled teams and hiring/onboarding programs, reviewed hundreds of technical specs as an architecture guild core member, and mentors engineers while keeping a strong coding toolkit across Python, C#, JavaScript and big-data stacks. Notably, his career spans both enterprise productization (DataRobot) and consulting/R&D roles where he turned experimental prototypes into profitable services. Based in Lviv, Ukraine, he pairs competitive-algorithm roots (ACM ICPC) with pragmatic engineering for real-world impact.
13 years of coding experience
14 years of employment as a software developer
Master (with Honors) Computer Science, Master (with Honors) Computer Science at Lviv Polytechnic National University
English, Ukrainian, Russian, German
Stackoverflow
2,220reputation
205kreached
58answers
3questions
Github Skills (79)
python10
digital-signal-processing10
music-information-retrieval10
pytorch10
chord10
synology9
r9
expressions9
deep-learning9
human-readable9
machine-learning9
mir9
data-mining9
boilerplate9
data-science9
Programming languages (8)
Github contributions (5)
YuriyGuts/syno-plex-update
Oct 2020 - Jan 2022
Automatically check for Plex Media Server updates on Synology NAS and install them. Compatible with DSM 6 and DSM 7.
Contributions:4 reviews, 10 commits, 2 PRs in 1 year 2 months
synologyplex-medianasplexmedia-streaming
YuriyGuts/odsc-target-leakage-workshop
Sep 2018 - Apr 2020
Contributions:6 commits, 6 pushes, 1 branch in 1 year 7 months
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