Grzegorz Rut
Senior Data Scientist
Krakow, Lesser Poland Voivodeship
Summary
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Senior🎓
Top SchoolGrzegorz Rut is a Senior Data Scientist based in Krakow with a PhD in theoretical and mathematical physics and 16 years of quantitative experience bridging academia and industry. He has spent the last decade building and deploying regression, classification and ranking models across insurance, credit scoring and finance, most recently at Genuine Parts Company after leading analytics work for Verisk in the UK. Comfortable with both deep learning (RNNs) and classical ML, he combines dataset engineering, integration and large-scale data analysis with practical business recommendations and junior team supervision. His background in condensed matter physics and postdoctoral research on graphene underpins a rigorous mathematical approach to modeling and a habit of turning complex theory into production-ready solutions. Notably, he has a track record of award-winning applied projects that translated models into measurable business impact. Grzegorz pairs academic depth with commercial delivery, excelling where messy real-world data meets advanced quantitative methods.
16 years of coding experience
7 years of employment as a software developer
Doctor of Philosophy - PhD, Theoretical and Mathematical Physics, Doctor of Philosophy - PhD, Theoretical and Mathematical Physics at Jagiellonian University
Polish, English, German
Stackoverflow
215reputation
18kreached
2answers
10questions
Github Skills (52)
gpgpu9
opencl9
arrayfire9
cpp9
cuda9
scientific-computing8
science8
grid8
gpu8
linux8
mathematics8
git-addons8
openvpn7
dbus7
hpc7
Programming languages (7)
Github contributions (5)
TFKls/satori-git
Apr 2010 - May 2020
Satori Project migrated to Git
Contributions:573 commits in 10 years 2 months
subversionsatorigit-addonsmigrated
kolejka/kolejka-foreman-system
May 2019 - Feb 2025
Contributions:41 pushes, 1 branch in 5 years 9 months
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