Freelancer profile translated to English.
Back to original languageAbout Yannick
Passionate about artificial intelligence and machine learning, I hold aPhD in Deep Learningand have over 9years of professional experiencein the field.
I am particularly an expert in natural language processing and computer vision, with several scientific publications in international journals and conferences to my name.
My varied experiences, between CAC40 companies and research laboratories, mean that I am comfortable with both the very operational aspects of a data science project and the most advanced technical aspects.
I am ready to support you in all stages of your most ambitious projects, from the initial proof-of-concept to the operational model deployed in production.
I will also be happy to mentor and coach more junior profiles, leveraging my management and teaching experience in top engineering schools to upskill your teams.
French
Native or bilingual
English
Fluent
Can work on-site
Paris (up to 50km)
Experience
- SamsungSenior Research ScientistTECHOctober 2024 - Today (1 year and 8 months)Creation of models to estimate the position of subcutaneous tissues (bones, tendons, etc.) from external 3D meshes, as well as their material properties.Development of algorithms for automatic 3D landmark detection and automatic registration of different body parts (wrists, heads, ears, etc.).Design of 3D morphable models for statistical shape modeling.Integration of all these models into a searchable shape database using RAG (Retrieval-Augmented Generation) techniques.
- CentraleSupelecHead of Machine Learning Course for MSc AIEDUCATION AND E-LEARNINGFebruary 2019 - Today (7 years and 4 months)Paris, FranceHead of the *Machine Learning* course for the *Master of Science in Artificial Intelligence.*Co-head of the *Deep Learning* course for the *Master in Data Sciences & Business Analytics.*Other teaching duties:
- Tutor / supervisor of student research projects in statistical learning atEcole Polytechnique.
- Lecturer for *Deep Learning* tutorials atCentraleSupélecfor the engineering program.
- Lecturer for *Python* and *Data Science* tutorials atEM Lyon Business Schoolfor the *Master of Digital Marketing & Data Science.*
- Machine learning mentor forEDHECstudents for the *Master of Science in Data Analytics* via OpenClassrooms.com.
- LVMHSenior Data ScientistLUXURY GOODSMarch 2024 - February 2025 (11 months)Paris, FranceDevelopment of a group-wide sales forecasting tool, adapted to the specific needs of different Maisons in the LVMH portfolio. Design of an end-to-end pipeline: data processing, modeling, performance evaluation, and production deployment.
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Education
- PhD in Deep LearningConservatoire National des Arts et Métiers2020
- Master of Science, Machine LearningGeorgia Institute of Technology, Atlanta2015Spécialité Machine Learning