I’m a PhD student in Medical AI at UM6P College of Computing. I work on computer vision and sequence modeling for healthcare—surgical phase recognition and cardiography analysis—focusing on deployable, reliable systems.
Now
Transformer models for surgical phase detection / action segmentation Deep learning pipelines for cardiography signal analysis
Highlighted work
- CVPR 2025 (SynData4CV): Instant Particle Size Distribution Measurement Using CNNs Trained on Synthetic Data — see the /publication/.
- MICCAI 2025 OMNIA (SICS155): Surgical Phase Recognition — ranked 2nd — see the /talk/.
Find me elsewhere via /socials/. I also enjoy photography—see my /gallery/.
