Martin is a first-year ELLIS PhD student at the University of Fribourg (AIDOS Lab) with supervision from Prof. Bastian Rieck and co-supervision by Prof.Søren Hauberg. His research interests are applications of graph theory, topology and geometry to machine learning. Currently he is working on studying metrics in the space of attributed graphs.