Short bio

I’m a PhD candidate at Inserm/Université Paris Cité, developing AI‑driven imaging biomarkers to predict tumor treatment response. Supervised by Ralph Sinkus (INSERM U1149) and Nicolas Boutry (EPITA LRE), my work bridges histopathology and multi‑modal MRI/MRE/PET/CT within the RHU OPERANDI consortium. Previously, I explored weakly supervised multi‑organ segmentation at Inria under Jonathan Dong (EPFL) and built radiotherapy optimization web tools at Therapanacea under Nikos Paragios (CentraleSupélec). I hold an M.Eng. (Health major) from EPITA and a B.Eng. in Computer & Software Engineering from ATEI of Crete.

Research

Main research interests:

• AI driven imaging biomarkers
• Treatment response prediction
• Tumor microenvironment analysis for personalized treatment
• Weakly supervised learning for medical image segmentation