Guido Maria D'Amely di Melendugno obtained his Ph.D. in Computer Science in 2024 from Sapienza University of Rome. He is a researcher at the Perception and Intelligence Lab (PINlab) and a collaborator with the Intelligence Information Mining (IIM) research group. His research interests include hyperbolic deep learning, unsupervised learning, recommender systems, user modeling, and computer vision, with a particular emphasis on procedural learning and anomaly detection. He has co-authored several publications in leading international conferences and journals on computer vision and representation learning.