Dr. Giovanni Trappolini is a postdoctoral researcher in the RSTLess lab led by Fabrizio Silvestri at Sapienza university. Previously, he obtained his Ph.D. in Machine Learning under the Supervision of Emanuele Rodolà. Giovanni has been actively involved in cutting-edge research in deep learning to analyze geometric and multimodal data, focusing on integrating prior information in these models to improve their performance. He has published several peer-reviewed articles in leading conferences and journals, showcasing his contributions to the advancement of the field. He is always striving to advance the field and drive new breakthroughs in the area of multimodal and geometric deep learning.