Jean-michel Begon
Senior Machine Learning Engineer at Luminus
Ans, Liège, Belgium
Summary
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Senior🎓
Top SchoolJean-michel Begon is a Senior Machine Learning Engineer with 11 years of experience applying ML and deep learning to constrained, real-world problems where memory, data scarcity, robustness and interpretability matter. With a PhD in data science from Université de Liège and roles spanning research, teaching, and industry, he has translated tree-based feature learning and topologically structured data insights into production optimization and data science solutions at Luminus. His background in geomatics and GIS informs a practical spatial awareness in projects, and he has hands-on experience developing classification modules for biomedical imaging within the CYTOMINE project. Known for combining rigorous research with pragmatic engineering, he focuses on building robust, explainable models that serve societal benefit while mentoring others and fostering knowledge sharing.
11 years of coding experience
11 years of employment as a software developer
Cambridge English: Advanced (CAE), Anglais, Cambridge English: Advanced (CAE), Anglais at Education First (Malte)Sciences - mathématiques, Sciences - mathématiques at Lycée Saint Jacques, LiègeDoctor of Philosophy - PhD, Data science/Machine learning, Doctor of Philosophy - PhD, Data science/Machine learning at Université de Liège
English, French
Github Skills (20)
optuna9
clustering8
google-closure-compiler8
simulation8
closure7
arxiv6
python6
supercomputer5
xgboost5
javascript4
machine-learning4
filtering4
alan4
compiler2
pytorch1
Programming languages (3)
Github contributions (5)
jm-begon/fight_tracker
Jan 2022 - Jan 2024
DnD 5e shell Fight Tracker in Python
Contributions:12 PRs, 30 pushes, 7 branches in 1 year 11 months
jm-begon/clustertools
Oct 2015 - Nov 2020
Toolkit to run experiments on supercomputers
Contributions:1 release, 178 commits, 37 PRs in 5 years 2 months
xgboostpythonmachinelearningsimulationsupercomputers
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