Clément Dubus
Data Scientist
Machault, Grand Est, France
Summary
👤
Senior🎓
Top SchoolClément Dubus is a Data Scientist with a decade of experience building production-ready data solutions, currently working at Orange after contributing to Orange Business Services and client projects through ALTEN. He specializes in large-scale GPS and radio-data processing, trajectory clustering, uncertainty-aware statistical indicators and performance-optimized Python pipelines using NumPy, Pandas, Cython, Numba and Dask. His engineering background (DUT + ingénieur degree and a master's in CS) and early robotics and BIM projects give him a strong foundation in geometric reasoning, optimization and systems integration beyond typical ML work. He has repeatedly reduced operational latency and memory footprint in real-world data products, and led full refactors of statistical correction components to meet infrastructure constraints. Based in Machault, France, he combines scientific curiosity with practical delivery, favoring robust, well-optimized implementations over experimental prototypes.
10 years of coding experience
4 years of employment as a software developer
Diplôme d'ingénieur, Informatique et systèmes d'information, Diplôme d'ingénieur, Informatique et systèmes d'information at Université de Technologie de TroyesMaster's degree, Computer Science, Master's degree, Computer Science at University of Stavanger (UiS)DUT, Informatique, DUT, Informatique at Université de Reims Champagne-Ardenne
French, English, German
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (24)
python10
pandas10
data-science9
manipulation9
dataframes9
data-analysis9
frame9
data-structures9
data-manipulation8
pydata7
dask7
parallel-computing7
scikit-learn7
planning6
deploying6
Programming languages (2)
Github contributions (5)
Ahrimanox/strategy_game
Apr 2021 - Sep 2021
Contributions:31 commits, 9 pushes, 1 branch in 5 months
Ahrimanox/hello-world
Mar 2016 - Mar 2016
Contributions:3 pushes, 1 branch in 1 day
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