CV
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Experience
Postdoctoral Researcher in Computer Vision and Image Processing
Université de La Rochelle, Laboratoire L3I / Yooz · 2021-2023
Detection of fraud in company documents using deep learning. Focused on detecting double compression through Siamese CNNs, and on steganalysis to identify image manipulations and anomalies.
- Fraud detection using deep learning
- Double compression detection with Siamese CNNs
- Integration of algorithms with FastAPI
Teaching Assistant
Université de La Rochelle & Excelia · 2022-2023
- Web technologies (L1 & L2)
- Introduction to Computer Vision (M2)
R&D Mechanical Engineering Apprentice
Synerlink S.A. · 2014-2017
Design and dimensioning of thermoforming molds, optimising the process for production. Involved in R&D project management.
Education
PhD, Applied Mathematics (Steganography)
École Centrale de Lille, Laboratoire CRISTAL, Lille, France · 2017-2020
Thesis: Méthodes de stéganographie fondées sur la prise en compte du bruit de capteur.
MSc, Digital Signal and Image Processing
Cranfield University, Cranfield, UK · 2016-2017
Engineering Degree, General Engineering
ESTIA, Bidart, France · 2014-2017
Multidisciplinary engineering: mechanical, electronics, and computer science.
Skills
| Area | |
|---|---|
| Machine Learning | Deep Learning · CNNs · Anomaly Detection · Object Detection · Segmentation · Fraud Detection |
| Computer Vision | Image Processing · Steganography · Image Manipulation Detection · Object Tracking · Segmentation |
| Languages | Python · C/C++ · HTML/CSS/JS · SQL · MATLAB · Bash |
| Frameworks | PyTorch · TensorFlow · Keras · OpenCV · FastAPI · scikit-learn |
| Tooling | Git · Docker · CI/CD · GitHub Actions · GitLab CI/CD |
Projects
diapason
Since 2026 · diapason.fm
One person picks the music, everyone nearby scans a QR code and plays it out loud on their own portable speaker, in sync. Runs in the browser, nothing to install. Rust server, WebAssembly client, in production.
Ravitools
Since 2024 · Source
GPX enrichment with offline points of interest for long-distance cyclists.
Volunteering
Co-Organiser & Founder, Pignon des Charentes
La Rochelle, France · since 2023
Bike treasure hunts built around riddles, leading participants through the city to a final gathering point. I create the visual content, design the riddles, and host the events.
Languages
French (native) · English (fluent)
Certificates
- Python, France Université Numérique, 2021
- Scikit-learn, France Université Numérique, 2021