Adrien Gauché
Machine Learning Engineer at PowiDian SAS
Rennes, Brittany, France
Summary
👤
Senior🎓
Top SchoolAdrien Gauché is a machine learning engineer and PhD-level researcher with eight years' experience applying ML and operations research to energy management and microgrid control. He helped design predictive control systems and MILP/heuristic optimizers for battery and hydrogen storage at PowiDian, cutting operational costs through time-series forecasting and simulation-driven validation. Trained as an electrical engineer with advanced studies in smartgrids, he blends hands-on Matlab simulations and PyTorch/Scikit-learn model development with practical deployment and user-facing tooling. Adrien has published and presented at international conferences, supervised students, and maintains a strong technology watch on emerging energy innovations. A detail that often surprises collaborators: his background spans naval reserve leadership and agricultural work, reflecting rare operational discipline and practical problem-solving alongside academic rigor.
8 years of coding experience
Licence 1, Sciences de l'ingénieur, Licence 1, Sciences de l'ingénieur at Université de Perpignan - UPVD AlumniBaccaulauréat, Sciences, agronomie, Mention bien, Baccaulauréat, Sciences, agronomie, Mention bien at Lycée agricoleDoctorat, Optimisation & génie électrique, Doctorat, Optimisation & génie électrique at Ecole centrale de NantesIngénieur généraliste, Ingénierie, Master, Ingénieur généraliste, Ingénierie, Master at Ecole Supérieure des Technologies Industrielles AvancéesClasse préparatoire aux grandes écoles, MPSI/MP, Classe préparatoire aux grandes écoles, MPSI/MP at LycéeMaster, Control in Smartgrids and Distributed Generation, Master, Control in Smartgrids and Distributed Generation at Universidad del País Vasco/Euskal Herriko Unibertsitatea
English, Spanish, French
Github Skills (52)
linux10
google-scholar10
touchscreen10
esp3210
cpp10
arduino10
anomaly-detection9
lvgl9
weather9
kaggle9
3d9
renesas9
weather-data9
forecast8
depot8
Programming languages (8)
Github contributions (5)
ESTIASYSTEM/Kubot
Jun 2019 - Apr 2022
Depot unique pour tous les codes concernant le Kubot
Contributions:18 commits, 8 PRs, 14 pushes in 2 years 9 months
botdiscord-botdepotles
ESTIASYSTEM/Arcadium
Sep 2019 - Jun 2021
Dépot pour tout les codes concernant la borne d'arcade
Contributions:8 PRs, 12 pushes, 2 branches in 1 year 8 months
potlesarcade
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