Fabien Couthouis
Data Scientist
Bordeaux, Nouvelle-Aquitaine, France
Summary
👤
Senior🎓
Top SchoolFabien Couthouis is a data scientist with nine years of experience focused on applying machine learning to real-world systems, currently driving ML initiatives at Betclic Group after several impactful years at Ubisoft Bordeaux. He built production-ready learning agents and in-game inference pipelines in C++ with ONNX, automated game testing with behavioral cloning and RL, and presented his work at Ubisoft Developers Conference 2024. Fabien combines hands-on engineering—AWS data pipelines, Spark/Airflow orchestration, MLflow monitoring—with research-grade R&D on Transformers, GNNs and RL, and has prototyped RAG-based and code-documentation assistants. His background includes patented work on autonomous drone navigation and a track record of improving NLP systems in industry settings, reflecting a blend of experimentation, productization, and mentorship.
9 years of coding experience
5 years of employment as a software developer
Master of Engineering - MEng, Artificial Intelligence, Master of Engineering - MEng, Artificial Intelligence at ENSC - Bordeaux INPENSEIRB-MATMECA - Bordeaux INPScientific french Baccalauréat, with a major in mathematics, Scientific french Baccalauréat, with a major in mathematics at Lycée Val de Garonne, MarmandeMathematics, Physics, Engineering Sciences, Mathematics, Physics, Engineering Sciences at Cycle préparatoire de Bordeaux (CPBx)
Github Skills (53)
unity3d10
pytorch10
parallel10
rllib10
python10
data-science10
machine-learning10
large-language-models10
reinforcement-learning10
java10
scaling10
llm-inference10
llm10
hyperparameter-optimization10
mlops10
Programming languages (6)
Github contributions (5)
Fabien-Couthouis/XAI-in-RL
Dec 2019 - Feb 2022
Contributions:98 commits, 5 PRs, 69 pushes in 2 years 2 months
Fabien-Couthouis/SmartMirror
Feb 2018 - Aug 2020
Transdisciplinaire ENSC 1A
Contributions:2 PRs, 29 pushes, 1 branch in 2 years 5 months
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