À propos de Rochette
Applied mathematics & computer science enthusiast, with a strong track record of implementing and deploying at scale useful deep learning models for computer vision and NLP.
Teacher in python and data science, I keep watch on several topics:
• 📊 how to measure uncertainty in modeling
• ➰ how to optimise ML lifecycle
• 💁 how to engage users to use ML
I am deeply convinced that data scientists must have skills in both clean code practices and OPS to lead projects to production.
Français
Bilingue ou natif
Accepte de travailler sur site
Montpellier (jusqu’à 50 km)
Expériences
- SolipsIAMachine Learning Engineermars 2022 - Aujourd'hui (4 ans et 3 mois)Montpellier, France
- AiveData Engineering Managermai 2020 - mars 2022 (1 an et 10 mois)Montpellier, FranceBuild an AI platform that resizes videos temporally and spatially. It is based on a wide range of analysis (object, human, color, shot, scene detection, tracking and re-identification). Models are various (deep learning, classic CV and heuristics).• Implement tasks, DAG, CI/CD, assessment, retraining• Managed a team of 4 ML engineers Stack: AWS, kubernetes, argo, docker, python, pytorch, Scrumban, Jira
- Freelance, self-employedFreelance Data Scientistdécembre 2019 - mars 2022 (2 ans et 3 mois)Paris, FranceI help companies conduct statistical analyses, build predictive algorithms and develop applications to take data driven decisions. Significant missions:• Build a webapp and train a NER model to extract financial information from PDF (python, streamlit, spaCy)• Time series modeling and vizualisation with confidence intervals (pytorch, prophet, dash)• MLOps for a NLP webapp (pytorch, docker, dataiku, python)
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Formations
- Double degree Engineer of Mines and Master in Applied Mathematics, Mathematics and Computer ScienceEcole Nationale Supérieure des Mines de Saint-Etienne2016Double degree Engineer of Mines and Master in Applied Mathematics, Mathematics and Computer Science
- Master of EngineeringTechnische Universität Berlin2015Master of Engineering - MEng, ERASMUS exchange semester