Jakub Białek
Research Scientist at Soda
Warsaw, Masovian Voivodeship, Poland
Summary
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Rockstar🎓
Top SchoolJakub Białek is a research scientist based in Warsaw with four years of professional experience bridging data science, software engineering, and applied research. He has evolved from technical support and engineering internships into data science roles at Siemens, Roche, and Transition Technologies, and now focuses on research and data quality at Soda (formerly NannyML). Trained in power engineering and nuclear engineering at Warsaw University of Technology, KTH and Grenoble, he brings strong quantitative foundations and a PhD-level research mindset to industrial ML problems. As a freelancer since 2019 he has delivered end-to-end data and software solutions, combining academic rigor with pragmatic product-facing implementations. Notably, his background spans both heavy-industry domains and fast-moving data-quality startups, enabling him to translate complex domain constraints into robust, production-ready ML tooling.
4 years of coding experience
6 years of employment as a software developer
Summer School Business/Managerial Economics, Summer School Business/Managerial Economics at Grenoble Ecole de ManagementDoctor of Philosophy - PhD, Doctor of Philosophy - PhD at Warsaw University of TechnologyDouble Master’s Degree Nuclear Engineering, Double Master’s Degree Nuclear Engineering at KTH Royal Institute of TechnologyDouble Master's degree Nuclear Engineering, Double Master's degree Nuclear Engineering at Grenoble INP - UGA
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (11)
monitoring10
jupyter-notebook10
machine-learning10
process-monitoring10
data-monitoring10
performance-monitoring10
application-monitoring10
python10
data-science10
documentation10
data-analysis9
Programming languages (1)
Github contributions (2)
NannyML/nannyml_blogs
Mar 2023 - Mar 2023
Code Accompanying NannyML Blogs
Contributions:2 pushes in 1 day
machine-learning
NannyML/nannyml
Feb 2022 - Dec 2022
nannyml: post-deployment data science in python
Contributions:3 reviews, 108 commits, 4 PRs in 9 months
pythonjupyter-notebookmodel-monitoringdriftmonitoring
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