Freelancer profile translated to English.
Back to original languageAbout Romain
Freelance in Data Science, Machine Learning and MLOps, I work on projects ranging from data exploration to the production of models. I master Python and its main data science libraries, as well as machine learning algorithms and best practices in MLOps.
My experience includes optimizing and automating ML pipelines, managing cloud infrastructures, and monitoring the performance of models in production. I pay particular attention to data quality, experiment reproducibility, and solution industrialization.
If this approach aligns with your needs, I would be delighted to discuss your projects further.
French
Native or bilingual
English
Fluent
Can work on-site
Montpellier (up to 15km), Grenoble (up to 10km), Lyon (up to 10km), Toulouse (up to 20km), Lyon (up to 20km)
Experience
- AnotherPeakData ConsultantDIGITAL AND ITFebruary 2025 - Today (1 year and 4 months)Study of the lifespan of lithium-ion batteries in a fleet of electric boats.Stack: Kubernetes - influxDB - Grafana
- EduproData ScientistCIVIC AND SOCIAL ORGANIZATIONSJanuary 2024 - Today (2 years and 4 months)Montpellier, FranceText processing problem solving (NLP), implementation of an LLM with RAG architecture.Intelligent scraper with text processing tools (NLP) such as NER, lemmatization, etc...Process clarification with a BPMN diagram.
- LytnLead Data ScientistTELECOMMUNICATIONSSeptember 2022 - December 2023 (1 year and 3 months)Montpellier, FranceReorganization of strategy and project management in Data Science, collaboration with a data science research team, and supervision of a junior Data Scientist.Solving problems related to graph theory, time series, and panel data using machine learning and deep learning tools.Cloud environment: AWS and GCP.
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Education
- Master MIASHS (mention bien)University of Montpellier 32022Cours principaux : Deep Learning, statistiques avancées, machine learning. Gestion, méthodes et algorithme selon le types de données: textuelles, spatiales, temporelles et images. Divers: Visualisation avancées (D3), Parallélisation/optimisation
- Master 1 Ml Ops (equivalent)Datascientest2024Cours: Kubernetes (Helm), Aiflow, CI/CD, pytest, MlFlow, DVC.