Hendrik Chiche
Operations & analytics at Mainspring Energy | UC Berkeley 23
- Role
- Associate Fleet Operations & Analytics Engineer at Mainspring Energy
- Location
- Berkeley, CA, US
- LinkedIn followers
- 500 followers
Experience
Associate Fleet Operations & Analytics Engineer
Sep 2023 — Present · Menlo Park, CA, US
Introducing predictive maintenance to detect early failures in the linear generator fleet- Assessed the feasibility to detect failures in streaming field data using an LSTM autoencoder- Built a autoencoder model based on the transformer architecture to classify multivariate time series data and highlight machine failures.
Education
Classe préparatoire PTSI/PT* Lycée Les Eucalyptus
Engineering, Mathematics, Physics
2016 — 2018
University of California, Berkeley
Master of Engineering - MEng, Mechanical Engineering
Arts et Métiers - École Nationale Supérieure d'Arts et Métiers
Master's degree, Mechanical Engineering
2018 — 2021
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