My name is (Jose) Roberto Tello Ayala (he/him/his), I am a fourth-year (G4) PhD candidate advised by Professor Finale Doshi-Velez. I am part of the Data to Actionable Knowledge Lab at Harvard John A. Paulson School of Engineering and Applied Sciences, as well as the Fahed Lab at the Cardiovascular Disease Initiative (CVDi) of the Broad Institute of Harvard and MIT and Massachusetts General Hospital (MGH). My research centers on developing interpretable model architectures to generate meaningful insights from data, with a particular focus on healthcare applications. My work aims to improve clinical decision-making, extract relevant phenotypes from cardiac imaging in cardiovascular disease, and identify the factors driving antidepressant treatment dropout in precision psychiatry.