Gregor Kasieczka

Professor For Machine Learning In Particle Physics at University of Hamburg

Hamburg, Germany
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Summary

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Senior
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Gregor Kasieczka is a Professor for Machine Learning in Particle Physics at Universität Hamburg with 12 years of experience developing deep learning methods for the CMS experiment at CERN. He combines a strong academic pedigree (PhD summa cum laude from Heidelberg) with hands-on research in anomaly detection, generative models, and robustness to search for exotic new particles at the LHC. His career includes postdoctoral work at ETH Zurich and rapid academic progression from postdoc to junior professor to full professor, reflecting both research impact and leadership. Gregor is known for translating cutting-edge ML techniques into practical tools for high-energy physics analyses, often prioritizing interpretability and resilience to detector effects. An experimentalist at heart with a theoretic rigor, he bridges particle-physics intuition and modern ML engineering to push the frontier of discovery.
code12 years of coding experience
job4 years of employment as a software developer
bookVienna University of Technology
bookPhD, Physics, summa cum laude, PhD, Physics, summa cum laude at Ruprecht-Karls-Universität Heidelberg
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Github Skills (23)

cms10
plt10
ansible-collections10
capistrano10
church10
backbonejs10
cockpit10
edtech10
eagle10
screeps9
physics8
machine-learning7
deep-learning7
approval-testing6
testing6

Programming languages (4)

C++ShellJupyter NotebookPython

Github contributions (5)

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gkasieczka/ABK_DL_2019

Apr 2019 - Jul 2019

Contributions:19 commits, 16 pushes, 1 branch in 2 months
Contributions:4 commits, 3 pushes, 1 branch in 7 months
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Gregor Kasieczka - Professor For Machine Learning In Particle Physics at University of Hamburg