Jan Pipek
Member Of Technical Staff at AISLE™
Prague, Prague, Czechia
Summary
👤
Senior🎓
Top SchoolJan Pipek is a versatile data scientist and physicist with 14 years of experience building production ML and time-series forecasting systems, now a Member of Technical Staff in Prague. He combines a Ph.D. in medical physics and a masters in particle physics with hands-on software engineering—Python, C++, Pandas/Polars, Dask and workflow orchestration—to ship demand and revenue forecasting, recommendation, and simulation projects across hospitality, media, and research domains. An active open-source author (physt) and frequent PyData Prague organizer and speaker, he bridges research-grade Monte Carlo simulation work (Geant4) and pragmatic ML in production. He also mentors PyLadies, creates teaching materials, and has translated popular science books into Czech, reflecting a rare mix of deep technical rigor, community leadership, and communication skills.
14 years of coding experience
15 years of employment as a software developer
Master of Science (Mgr.), Particle Physics, Master of Science (Mgr.), Particle Physics at Charles University in Prague, Faculty of Mathematics and PhysicsDoctor of Philosophy (Ph.D.), Medical Physics, Doctor of Philosophy (Ph.D.), Medical Physics at Czech Technical University in Prague, Faculty of Nuclear Sciences and Physical EngineeringHigh School, High School at Gymnázium Jana Keplera
Czech, English, German, Italian
Stackoverflow
2,103reputation
189kreached
52answers
4questions
python
top-5%
Github Skills (200)
python10
anomaly-detection10
pyspark10
apache-arrow10
pyasn110
polars10
threaded10
dataframes10
pandas10
heatmap10
sktime10
ai10
rust10
ibis10
data-science10
Programming languages (15)
Github contributions (5)
janpipek/scoring_browser
Feb 2012 - Jan 2015
Contributions:53 commits, 1 push in 2 years 11 months
HiLASEPythonCourse/hilase-python-course-2021
Dec 2020 - Mar 2021
Contributions:59 commits, 23 PRs, 12 pushes in 2 months
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