About 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.
French
Native or bilingual
Can work on-site
Montpellier (up to 50km)
Experience
- SolipsIAMachine Learning EngineerMarch 2022 - Today (4 years and 3 months)Montpellier, France
- AiveData Engineering ManagerMay 2020 - March 2022 (1 year and 10 months)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 ScientistDecember 2019 - March 2022 (2 years and 3 months)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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Education
- 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