I am a PhD candidate at CISPA Helmholtz Center for Information Security in Saarbrücken, Germany.

My research interests lie at the intersection of understanding neural network training dynamics and designing efficient deep learning methods. Concretely, I work with theoretical tools such as mirror flow, regularization techniques, and mean field descriptions to study the effect of overparameterization and improve model efficiency.