Jan Küchler
Principal Data Scientist
Wuppertal, North Rhine-Westphalia, Germany
Summary
👤
Senior🎓
Top SchoolJan Küchler is a Principal Data Scientist based in Wuppertal with 11 years of experience translating complex physics problems into production-ready ML solutions. Trained as a physicist (PhD) and seasoned in particle-physics analyses at DESY, CERN and the University of Wuppertal, he moved into industry where he has led development of AI models from concept to deployment at ControlExpert. His strengths lie in statistical modelling, data analysis and robust engineering practices that bridge research-grade methods and scalable production systems. Jan combines domain rigor from high-energy experiments (calibration, classification, beyond-Standard-Model searches) with hands-on experience shipping ML pipelines in an applied engineering context. Colleagues value his ability to turn noisy scientific datasets into actionable models and to communicate technical trade-offs across research and product teams.
11 years of coding experience
8 years of employment as a software developer
Doktor (Ph.D.), Physik, Doktor (Ph.D.), Physik at Bergische Universität Wuppertal
German, French, English
Github Skills (19)
geometric-deep-learning10
pytorch10
graph-neural-network10
graph-convolutional-networks10
deep-learning9
cms7
clutter6
latex5
particle-physics5
pipenv4
code-analysis3
python3
knn3
simulation3
testing3
Programming languages (4)
Github contributions (5)
jkiesele/Convino
Jan 2017 - Jun 2021
Contributions:15 releases, 101 pushes, 4 branches in 4 years 5 months
jkiesele/cmssw
Nov 2019 - Jan 2023
CMS Offline Software
Contributions:41 pushes, 13 branches in 3 years 2 months
cmsweb-appcfmlbackbonejscockpit
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