Guillaume Chérel
Senior Machine Learning Engineer Chez ID6 Et Pour La Start-up D État Diagoriente
Lyon, Auvergne-Rhône-Alpes, France
Summary
👤
Senior🎓
Top SchoolGuillaume Chérel is a software engineer with 12 years of experience building scientific and data-driven systems, combining research rigour from a PhD with practical production delivery. He has led data science efforts at Predicity and implemented robust NLP testing and deployment pipelines for Piaf at Etalab, automating daily performance reports with Dockerized Python tooling. His background spans GPU parallelization in Haskell, Elasticsearch search engines on AWS, and urban sensing models developed at Inria, reflecting fluency across functional and imperative languages. Comfortable moving between research and engineering, he has a track record of turning complex models and domain expertise into reliable services for public-sector and scientific users. An interesting thread through his career is applying advanced optimisation and evolutionary algorithms to reveal diverse model behaviours—work that influenced open-source tooling like the MGO library.
12 years of coding experience
7 years of employment as a software developer
Cognitive Science, Cognitive Science at Université de BordeauxDoctor of Philosophy (PhD) Computer science, ecology, philosophy, Doctor of Philosophy (PhD) Computer science, ecology, philosophy at Pierre and Marie Curie UniversityBachelor's degree Cognitive Science, Bachelor's degree Cognitive Science at Université Lumière Lyon 2
English, French
Stackoverflow
1,508reputation
62kreached
8answers
39questions
Github Skills (162)
multi-objective-optimization10
distributed-computing10
command-line-tool10
fuzzy-search10
genetic-algorithm10
linux10
optimisation10
hyperparameter-tuning10
directory-tree10
modeling-tool10
parameter-tuning10
hyperparameters10
tree10
parameter-estimation10
grid10
Programming languages (15)
Github contributions (5)
guillaumecherel/TutorialEAForModelling
Nov 2015 - Nov 2015
Contributions:30 commits, 27 pushes, 1 branch in 20 days
guillaumecherel/i3-modal
Apr 2018 - May 2018
Contributions:25 commits, 16 pushes, 1 branch in 14 days
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