I am a PhD student at the Amsterdam Machine Learning Lab (AMLab) under the supervision of Erik Bekkers and co-supervised by Efstratios Gavves both located at the University of Amsterdam. My research focuses on the intersection of machine learning and geometry, with a particular emphasis on developing data representations grounded in their inherent geometric structures. I am especially interested in applications with tangible real-world impact, such as medical imaging and molecular generation.