Sébastien Manceau
Data Scientist
La Rochelle, Nouvelle-Aquitaine, France
Summary
🤩
Rockstar🎓
Top SchoolSébastien Manceau is a data scientist based in La Rochelle with a background in systems engineering and over 15 years bridging engineering and product teams to deliver ML solutions in industrial contexts. He has led data science efforts at MAIF and Alstom, taking projects from POC to production—particularly NLP and graph-based approaches for text classification, NER, similarity and link prediction on tender documents. Comfortable across the stack, he combines hands-on model development (TensorFlow, transformers, spaCy) with MLOps, FastAPI deployment and visualization tooling to ensure business impact. His prior roles in electronic and train systems engineering give him a rare ability to translate complex technical specifications into actionable AI solutions for safety- and standards-driven industries.
5 years of coding experience
19 years of employment as a software developer
Engineer, Ingénierie des systèmes automatisés, Engineer, Ingénierie des systèmes automatisés at CentraleSupélec新宿日本語学校
Github Skills (11)
transparency9
lime9
interpretable-machine-learning8
machine-learning-models7
python7
iml7
xai7
machine-learning6
deep-learning5
data-science4
shap3
Programming languages (1)
Github contributions (3)
tor4sk/hatch
Oct 2020 - Oct 2020
Contributions:2 pushes, 2 branches in 1 day
tor4sk/test_syncrho
Feb 2021 - Feb 2021
Contributions:1 push, 1 branch in 1 day
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