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 (59)
kaggle10
machine-learning10
digital-signal-processing10
music-information-retrieval10
dqn10
synology9
data-science9
r9
reinforcement-learning9
pytorch9
python9
aws-lambda9
nas9
natural-language-processing9
tensorflow9
Programming languages (9)
Github contributions (5)
YuriyGuts/regex-builder
Dec 2012 - Jan 2014
.NET library for human-readable declaration of regular expressions without having to remember the regex syntax. Looks similar to Expression Trees in .NET.
Contributions:5 commits in 1 year
dotnetexpression-treesregexregular-expression
YuriyGuts/azure-cloud-ocr
Jun 2013 - Jun 2013
Contributions:39 commits in 10 days
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