Marcel Ferrari's first contact with computational science was in high school, where his interest in molecular dynamics simulations sparked his journey into the world of High-Performance Computing (HPC). This early exposure fuelled his pursuit of a Bachelor's in Computational Science and Engineering at ETH Zürich, with a focus in Geophysics. Collaborating with ETHZ's Theoretical Quantum Dynamics group, Marcel's Bachelor's thesis explored numerical linear algebra methods applied to instanton theory. Currently completing his Master's, Marcel is specialising in geophysics and robotics. His research interests include domain science, numerical methods and machine learning, with a particular fascination for the application of ML techniques in scientific fields. Alongside, he contributes as a Software Engineer at the Swiss National Supercomputing Center CSCS.