I develop generative AI to reason about the unseen for early and rare pathology detection in large-scale medical imaging.

As part of my involvement in the MICCAI Student Board , where I serve as Scientific Events Officer, I have been able to initiate and support student-focused activities within the medical imaging community, including leading initiatives such as the EMERGE Workshop .

In parallel, I have been involved in teaching at the Technical University of Munich . Since 2022, I have been leading graduate-level seminars on Anomaly Detection and AI for Vision and Multimodal Learning. I have also contributed to the AI in Medicine course as a tutor since 2023, with primary responsibility for practical sessions and, most recently, an invited lecture on generative models.

Selected student projects resulting from these teaching and mentoring activities are shown below.