Freelance Data Scientist, I work on concrete problems: optimization and operations research, reinforcement learning, computer vision, recommender systems. From scoping to production deployment.
10+ years solving concrete industrial problems. Filter by area of expertise.
2026
AstraZeneca - AI Scientist
Freelance
Pharmaceutical · Fully Remote · July 2026 - Present
Data Science & AI applied to clinical trials and rare diseases: multi-modal ML, agentic LLM and retrieval systems.
Multi-modal Machine Learning: models combining clinical and biomedical data for clinical trials and rare diseases.
Generative AI: agentic LLM and retrieval systems on clinical and biomedical data, from scoping to production deployment.
2024
InVivo - Senior Data Scientist
Freelance
Agri-food · Fully Remote · April 2024 - May 2026
Predictive models & optimization for the Soufflet malting plants, and data pipeline FinOps.
Industrial optimization: predictive models and optimization / operations research algorithms for recipe recommendation, optimizing the barley-to-malt transformation process at the Soufflet malting plants (InVivo group).
FinOps : optimisation des pipelines d'ingestion de données - gain d'environ 50 % sur les coûts ou les temps de traitement.
2024 Founding of Myelink Milestone
Launch of my freelance business: custom Data Science solutions for industry (EURL).
2023
Tigersun Media Group - Senior Data Scientist
Media & Social Networks · Fully Remote · September 2023 - April 2024
Personalized content recommendation for a social network (Matrix Factorization / ALS + GNN).
Recommender system: personalized content recommendation for social network users.
Modeling: combination of classical techniques (Matrix Factorization, ALS) and advanced ones (Graph Neural Networks).
2022 Open-source contribution · PyTorch Milestone
Pull Request merged into the official PyTorch tutorials, reviewed by Meta maintainers. See PR #2110
2020
Forvia - Technical Lead Data Scientist
Automotive · Hybrid · September 2020 - May 2023
Technical lead of a team of 3-5 Data Scientists / Engineers on ML projects deployed in factories internationally.
Optimization & Operations Research: Reinforcement Learning-based scheduling of parts supply on production lines, to limit line stoppages.
Industrial planning: demand forecasting (supply chain) and production cycle time prediction.
Technical leadership: coaching and upskilling of 3 to 5 Data Scientists / Engineers (code reviews, mentoring, best practices).
Data Engineering at scale: industrialization of massive data pipelines on Palantir Foundry (PySpark, SQL).
2019
Forvia - Data Scientist
Automotive · Hybrid · October 2019 - September 2020
Industrial Computer Vision in production across the FIS & FAS plants.
Work cycles & postures: operator skeleton detection in factories "in the wild", with a GDPR-native design (anonymization at the source).
Anomaly detection (aluminum plates): défauts à 0,02 % de la surface sur images haute résolution ; déséquilibre extrême traité par architectures et échantillonnage adaptés.
Car seat quality control: wrinkle segmentation and detection on the production line.
2019
Fitness of Tomorrow - Computer Vision Engineer
Sports & Health · May 2019 - October 2019
Computer Vision assignment in sports & health.
2015
CDC Habitat - Data Scientist
Real Estate · On Site · November 2015 - November 2018
First Data Science projects applied to real estate.
