Clément Guerin

Data Engineer

Greater La Rochelle Area France
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Summary

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Rockstar
🎓
Top School
Clément Guerin is a Data Engineer with 11 years of experience blending knowledge engineering, ontology and computer vision into scalable data platforms. Currently at MAIF, he focuses on industrializing big data ingestion and access patterns, with deep Spark and Hadoop expertise developed during a multi-year consulting engagement. His background includes a PhD in computer science and research work on automated image analysis—evident from projects ranging from comic-book image interpretation to drone vision and through-the-wall sensing. He has taught databases, data mining and programming at university level, which informs a pragmatic, well-documented approach to complex pipelines. Comfortable bridging research and production, he brings both academic rigor and hands-on delivery to data modeling, image processing and recommendation system problems. Based in the Greater La Rochelle area, he often pairs semantic/ontology thinking with large-scale engineering to make visual and heterogeneous data actionable.
code11 years of coding experience
job6 years of employment as a software developer
bookLicence degree, Computer Science, Mathematic & Image, Licence degree, Computer Science, Mathematic & Image at Université de La Rochelle
bookDoctor of Philosophy (Ph.D.), Computer Science, Highest distinction, Doctor of Philosophy (Ph.D.), Computer Science, Highest distinction at Ecole doctorale S2IM
bookMaster degree, Computer Science, DMS, Image, Mention Bien, Master degree, Computer Science, DMS, Image, Mention Bien at Institut Polytechnique de Hanoi
bookDUT, Informatique, DUT, Informatique at La Rochelle Université
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Github Skills (25)

xai10
shap10
python10
machine-learning-models10
lime10
machine-learning10
interpretable-machine-learning10
transparency10
iml10
data-science9
monitors9
deep-learning9
drift8
validation8
data-validation8

Programming languages (3)

JavaJupyter NotebookPython

Github contributions (5)

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guerinclement/shapash

Dec 2022 - Feb 2024

🔅 Shapash makes Machine Learning models transparent and understandable by everyone
Contributions:10 pushes, 4 branches in 1 year 1 month
fairness-mlpythontransparentdata-sciencedeep-learning
guerinclement/java-lattices

Feb 2015 - Sep 2015

Contributions:1 push, 5 branches in 7 months
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Clément Guerin - Data Engineer