Freelancer profile translated to English.
Back to original languageAbout Sylvain
I am an engineer/doctor in fuel cells/hydrogen with nearly 9 years of experience in artificial intelligence (AI) for experimental data "fitting" (supervised regression learning).
I primarily work in Matlab, Julia, Zig, and C, but I am open to other programming languages as well as other types of machine learning and applications: unsupervised, classification, etc.
My CV is rather oriented towards hydrogen engineering as it is my core business, but I wish to develop an AI activity in fields other than engineering.
I enjoy learning, teaching, programming, modeling, and automating, in a rigorous and structured manner.
French
Native or bilingual
English
Fluent
Can work on-site
Toulouse (up to 50km), Clermont-Ferrand (up to 50km), Montpellier (up to 50km), Rodez (up to 50km), Bordeaux (up to 50km)
Experience
- Rigal Engineering & Research ConsultingFreelance Research & Development EngineerJuly 2021 - Today (5 years and 1 month)Toulouse, FranceModeling/simulation, training, and bibliographic/scientific watch tasks:- AI: Modeling of fuel cells (PEM-HT) using supervised machine learning.- Humidifier: Development of a numerical simulation tool for a passive humidifier for fuel cell applications using Matlab.- LH2 Vaporizer: Development of a numerical sizing tool for an air/liquid hydrogen (LH2) heat exchanger to vaporize LH2.- LH2 Chill-down: Modeling the cooling time of a pipe supplied with LH2.- Providing training on hydrogen and its applications.- Bibliographic studies on LH2 and HT-PEMFC.
- Laboratoire plasma et conversion d'énergie (Laplace )Test and Research EngineerJanuary 2019 - October 2021 (2 years and 9 months)Toulouse, FranceConducting high-temperature PEM fuel cell tests (single cell & stack). Design of test benches and automatic test data processing routines. Participation in the implementation of a quality approach: documentation system (repository), stock management solution, test database.
- LAPLACE / INP-ToulousePhD in High-Temperature Proton Exchange Membrane Fuel CellsSeptember 2015 - December 2018 (3 years and 4 months)Toulouse, FrancePhD, 3 years, IRT Saint Exupéry (Saint Exupéry Technological Research Institute) and LAPLACE (Plasma and Energy Conversion Laboratory).Modeling for the evaluation of aging in high-temperature proton exchange membrane fuel cells (HT-PEM) using artificial intelligence (AI) with supervised machine learning.Development of an original AI to freeze certain model parameters based on the operating conditions considered.
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Education
- Electrical Engineering DegreeINP-ENSEEIHT2015
- PhDUniversity of Toulouse2018Doctorat modélisation pile à combustible via supervised regression machine learning