Giulia obtained her B.S. in Electronics and Information Technologies Engineering in 2017 and her M.S. in Internet and Multimedia Engineering in 2020 at the University of Genova, Italy. She is currently a Ph.D. candidate at the University of Genova in the JD ICE program. Her research interests include autonomous vehicles, self-awareness, and the use of Deep Learning and signal processing algorithms for prediction and anomaly detection in sequential, multisensory data.