Ronan Fruit
Data Scientist
Lille, Hauts-de-France
Summary
👤
Senior🎓
Top SchoolRonan Fruit is a data scientist and PhD researcher with 11 years of experience bridging theoretical reinforcement learning and real-world product delivery. Currently at Decathlon France after research and leadership roles at Vekia and an internship at Facebook AI, he focuses on designing RL algorithms with provable performance and practical sample efficiency. Trained at CentraleSupélec and INRIA Lille, he combines strong applied mathematics with hands-on engineering, including early R&D work at Airbus on Bayesian game-theoretic threat prediction. He is particularly interested in the exploration–exploitation trade-off in online RL and has a track record of turning rigorous theory into deployable systems. Unusually for an academic, he has substantial industry experience leading data science teams and shipping production models.
11 years of coding experience
8 years of employment as a software developer
Master of Science - MS, ENGINEERING, GPA: 4.08 (first year) and 4.12 (last year), Master of Science - MS, ENGINEERING, GPA: 4.08 (first year) and 4.12 (last year) at Ecole Centrale ParisDoctor of Philosophy - PhD, Mathematics and Computer Science, Doctor of Philosophy - PhD, Mathematics and Computer Science at University of Lille 1 Sciences and TechnologyClasses Préparatoires aux Grandes Ecoles MPSI-MP*, Mathematics, Classes Préparatoires aux Grandes Ecoles MPSI-MP*, Mathematics at Lycéee Pierre de Fermat
English, Italian
Stackoverflow
13reputation
8kreached
0answers
1question
Github Skills (39)
pytorch10
python10
temporal10
pytorch-lightning10
time-series-forecasting10
natural-language-processing10
nlp10
uncertainty10
transformers9
temporal-data9
prophet9
machine-learning9
language-model9
bert9
tensorflow9
Programming languages (1)
Github contributions (5)
RonanFR/OMA-Projet-Informatique-2015
Jan 2015 - Dec 2018
Contributions:14 pushes, 1 branch in 3 years 11 months
RonanFR/Krounix
May 2021 - Oct 2022
Contributions:29 pushes, 1 branch in 1 year 5 months
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