Davide Gerbaudo
Principal Data Scientist
Geneva, Geneva, Switzerland
Summary
👤
Senior🎓
Top SchoolDavide Gerbaudo is a Principal Data Scientist with 15 years of experience applying physics-grade rigor to industrial data problems, currently leading data science initiatives at Caterpillar in Geneva. Trained as a particle physicist (PhD Princeton) and seasoned at CERN and Fermilab, he blends deep expertise in C++/Python, Linux-based development, CI and agile practices with hands-on experience across hardware commissioning, simulation and large-scale data analysis. He excels at turning complex measurement and instrumentation knowledge into robust production models and pipelines, and prefers using the right tool for each task while quickly adopting new technologies. A collaborative mentor and leader, he has a track record of supervising students and building cross-disciplinary teams that bridge research and product engineering. Not immediately obvious: his background in trigger/software commissioning for large experiments gives him rare expertise in low-latency, reliability-focused systems that benefit real-world industrial analytics.
15 years of coding experience
11 years of employment as a software developer
Master's degree Physics of Fundamental Interactions, Master's degree Physics of Fundamental Interactions at Università degli Studi di TorinoDoctor of Philosophy - PhD Physics, Doctor of Philosophy - PhD Physics at Princeton University
Italian, French, English
Stackoverflow
362reputation
40kreached
8answers
7questions
Github Skills (20)
bayesian9
bayesian-inference8
svn7
uci7
shell6
linux6
bash6
hubot6
coffeescript6
python5
statistics1
notebook1
inline1
jupyter1
rendering1
Programming languages (3)
Github contributions (5)
gerbaudo/til
Feb 2016 - Mar 2021
Contributions:4 pushes, 1 branch in 5 years 2 months
gerbaudo/laptop-config
Nov 2011 - Aug 2014
Contributions:92 commits in 2 years 9 months
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