Mattia Setzu is a PhD student at the Computer Science Department of the University of Pisa. After his Bachelor's degree in Computer Science at the University of Cagliari, where he worked on Semantic Web Ontologies for source code, and his Master's degree at the University of Pisa, where he worked on the Explainability problem, he became a PhD student at the University of Pisa. His current research is focused on devising algorithms and techniques to solve the black box syndrome which Machine Learning models suffer from. Current and past frameworks include clustering approaches, topology-aware algorithms, and most recently Bayesian techniques.