Education
Ph.D. in Medical Image Analysis
2021–2024
University of Western Brittany (UBO), LATIM — France
Thesis: Longitudinal follow-up and multi-modal analysis for prediction of diabetic retinopathy progression using deep learning
M.Sc. in Images and Signals for Medicine (SIM)
2020–2021
UPEC, France
Engineering Degree, Computer Science for Health
2017–2020
EPISEN, France
Academic Positions
Research Engineer — Image Falsification Detection & Classification (XAI)
2025–2026
IMT Atlantique, France
Ph.D. Researcher — Longitudinal Deep Learning for Diabetic Retinopathy
2021–2024
LATIM, University of Western Brittany, France
Research Intern — Driver Attention Level Classification (Multimodality & DL)
Oct 2020 – Feb 2021
Lissi-UPEC, France
Research Intern — Cancerous Anomaly Segmentation on FDG-PET Scans
Mar 2020 – Sep 2020
CHU Henri Mondor, France
Research Intern — Deep Learning for Head & Neck Bone Segmentation in CT
Apr 2019 – Sep 2019
DKFZ, Germany
Awards & Honors
Best Paper Award
2022
OMIA Workshop, MICCAI
Third Place — DRAC Data Challenge
2022
DRAC Grand Challenge
Winning Team — Hackathon E-Med
2019
ANSM
Winning Team — Datathon Janssen Défi Oncologie
2019
Janssen Johnson
Skills
PythonPyTorchRJavaC/C++MATLABLangChainLangGraphAutoGenCrewAIMedical ImagingSignal ProcessingComputer VisionHugoLaTeXMarkdown