About Gaétan
French
Native or bilingual
English
Fluent
Experience
- FogoData scientistJuly 2022 - Today (3 years and 11 months)Paris, FranceCreation of time series forecasting and reinforcement learning models to control the heating times of FOGO radiators.Use of Tensorflow, Polars, Numpy, Docker.Creation of the mobile application in Flutter as well as the HTTP server in Golang for controlling FOGO radiators.Creation of an automatic integration chain for unit and user tests (CI/CD).Use of AWS, Gitlab-ci, Grafana, Traefik, Postgresql and Docker.Bayesian optimization of graphene deposition parameters to maximize the repeatability and reproducibility of electrical resistors.
- Veolia Water STIData ScientistENERGY AND UTILITIESSeptember 2020 - July 2022 (1 year and 10 months)Saint-Maurice, FranceDeployment of machine learning algorithms for time series forecasting (call and email flows) under Python and Bigquery. Creation of the MLops chain for automatic integration of models in production.Collection of client needs and creation of descriptive and inferential indicators. Reporting under Power BI.
- AirbusAeronautical Maintenance EngineerAugust 2019 - September 2020 (1 year and 1 month)Creation of an aeronautical maintenance management tool via Python. Creation of notebook reports on the calculation of NH90 aeronautical maintenance time.
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Education
- Aeronautical Engineering DegreeIPSA2019Diplôme d'ingénieur en aéronautique
- Master's degree in Computer ScienceEpitech2022master 2 en Informatique
Certifications
- Probabilistic Deep Learning with TensorFlow 2Coursera2021
- Sample-based Learning MethodsCoursera2022