Alexis Benichoux
Research Engineer at Gradium
Paris, Ile-de-France
Summary
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Rockstar🎓
Top SchoolAlexis Benichoux is a research-focused machine learning engineer with eight years of industry experience building recommender systems, content moderation pipelines and medical-imaging ML at companies including Deezer, Believe, Yubo, TheraPanacea and Criteo. He combines a strong academic foundation—a PhD in signal processing and a Master’s in Math/Vision/Learning—with hands-on production work in collaborative filtering, playlist completion, user-to-user recommendations and algorithmic artist discovery. More recently he led ML teams applying deep learning to medical imaging and scaled ML efforts at Criteo before moving into a research engineer role at Gradium. Known for bridging research and product, he has decade‑long roots in signal processing (sparse representations, source separation and tensor methods) that inform robust, theory-driven solutions in production systems. Based in Paris, he brings rare multidisciplinary experience spanning neuroscience fMRI studies to large-scale personalization platforms.
8 years of coding experience
8 years of employment as a software developer
Master 2 (M2), MVA Mathématiques / Vision / Apprentissage, Master 2 (M2), MVA Mathématiques / Vision / Apprentissage at ENS Paris-SaclayDocteur en traitement du signal et télécommunications, Docteur en traitement du signal et télécommunications at Université de Rennes IM1 Mathematiques fondamentales et appliquées, M1 Mathematiques fondamentales et appliquées at Paris-Sud University (Paris XI)MPSI/MP, MPSI/MP at Lycee Henri IVENSAE Paris
English
Stackoverflow
800reputation
94kreached
56answers
0questions
Github Skills (53)
efficientnet10
optimizer9
mobilenet9
resnet9
medical-image-analysis9
data-augmentation9
visual-recognition8
ray8
optimization8
python8
medical8
reinforcement-learning8
datastax8
parallel8
pytorch8
Programming languages (2)
Github contributions (5)
abenicho/misc
Mar 2018 - Apr 2018
Contributions:3 pushes, 1 branch in 13 days
abenicho/isvr
Mar 2018 - Mar 2018
Contributions:1 push in 1 day
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