I’m a MD who currently pursues a PhD in the Machine Learning and Computatiional Biology Lab, at ETH Zurich. My current research focuses on developing machine learning models for medical time series in general, and for sepsis prediction, in specific. Methodologically, I am interested in differentiable models (including GP adapters, temporal convolutions, autoencoders). Besides, I am interested in the intersection of Machine Learning and more mathy topics s.a. topology (e.g. TDA).