Mateusz Dorobek
Senior Machine Learning Engineer at Data Science Pro
Poland
Summary
👤
Senior🎓
Top SchoolMateusz Dorobek is a Senior Machine Learning Engineer with 10 years of experience building production ML systems, from prescoring models for fintech to TÜV-certified Scope 3 emissions platforms. He designs enterprise-grade MLOps on Snowflake, including multi-tenant infrastructures, feature stores, model registries, and environment promotion pipelines adopted as organizational standards. As an independent trainer and consultant he has delivered 1,000+ hours of hands-on workshops and completed 100+ freelance projects across finance, healthcare, and engineering, translating complex techniques into practical business outcomes. He regularly speaks at conferences and crafts live demos—sometimes blending data science with music—making technical concepts accessible and engaging. Comfortable bridging architects, product owners, and security teams, he focuses on governance, reproducibility, and observability to take models from prototype to auditable production. Based in Poland, he combines deep academic training in AI and data science with a pragmatic track record of scalable, compliance-ready deployments.
10 years of coding experience
5 years of employment as a software developer
Magister (Mgr), Inżynieria i Analiza Danych - Wydział Matematyki i Nauk Informacyjnych (MiNI), Magister (Mgr), Inżynieria i Analiza Danych - Wydział Matematyki i Nauk Informacyjnych (MiNI) at Warsaw University of TechnologyUPC Universitat Politècnica de CatalunyaMagister (Mgr), Data Science - Faculty of Mathematics and Computer Science (FMI), Magister (Mgr), Data Science - Faculty of Mathematics and Computer Science (FMI) at Universitat de Barcelona
Stackoverflow
740reputation
42kreached
37answers
12questions
Github Skills (48)
pycharm9
latex8
highlighter8
mathjax8
webstorm8
intellij-idea8
jekyll8
markdown8
learning-management-system8
intellij7
accessibility7
javascript7
lms7
csv-parser7
mathematics7
Programming languages (9)
Github contributions (5)
SaxMan96/WizualizacjaDanych2018
Feb 2019 - Jun 2019
Contributions:58 PRs, 61 pushes in 3 months
dorobekmateusz/dorobekmateusz.github.io
Sep 2019 - May 2023
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:210 pushes, 1 branch in 3 years 7 months
templategithub-pages-templatemmistakesmistakesjekyll
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