Freelancer profile translated to English.

Description

Physicist Engineer-Researcher, converted to data practitioner: I apply the reasoning tools of experimental physics — signal/noise analysis, orders of magnitude, modeling assumptions — to the construction of ML/AI pipelines and models. Strong taste for concrete and unusual technical problems.

> Looking for a new challenge to tackle...

3 to 6 month mission, Daily rate €400–600, with an industrial company or startup, focusing on ML POC / data pipeline / physics modeling, using a Linux and Python environment.

Languages

French
Native or bilingual
English
Fluent

Workplace preferences

Can work on-site

Toulouse (up to 50km)

BEEGUARD
Data Scientist & Embedded Linux Engineer
TECH
January 2020 - January 2025 (5 years)
Labège, France
- Design of a communicating and energy-autonomous bee counter
- Real-time neural network video analysis (UNet, SSD) on embedded Linux platform (Raspberry Pi + Intel/Google Coral TPU, then IMX8 NPU)
- Yocto-Bitbake, Systemd, video driver, GStreamer development
- Dataset management tools, annotations, training, and detection model optimizations
- Supervision of 5 interns and apprentices
Yocto Linux CNN Python Embedded systems
IM2NP, CNRS/Aix-Marseille Université
Post-doctoral Researcher — X-ray Diffraction
RESEARCH
January 2019 - January 2020 (1 year)
Marseille, France
- Diffraction data processing and mechanical deformation monitoring by image correlation
- Study by X-ray diffraction of nanometric mille-feuilles formed by rolling (CuNb)
Data visualisation Python Monte Carlo Simulation Data analysis
TU Wien
Post-doctoral Researcher — Finite Element Simulation
RESEARCH
January 2019 - January 2020 (1 year)
Vienna, Austria
Modeling of silicon deformation by finite elements during HT annealing (Comsol Multiphysics)
Comsol Matlab Heat transfer Strength of materials