I am very interested in Explainability and Interpretability of Deep Learning Models, especially in the field of Computer Vision.

For my Bachelor’s thesis, I had the opportunity to contribute to the NextPerception European project, where I explored Deepfake-based data augmentation techniques to improve sensor-based systems for understanding human behavior while driving.

My Master’s thesis was a deep dive into model pruning, where I focused on the explainability of Convolutional Neural Networks and Vision Transformers.

I received my master’s and bachelor’s degrees at the Computer Science Department of University of Turin.