Mara Graziani is a Ph.D. student at the computer science faculty at the University of Geneva and the University of Applied Sciences of Western Switzerland (HES-SO Valais). Her research focuses on improving the interpretability of machine learning systems for healthcare. She was a visiting student at the Martinos Center, part of Harvard Medical School in Boston, MA, USA to focus on the interaction between clinicians and deep learning systems. Coming from a background of IT Engineering, she was awarded the Engineering Department Award for the MPhil in Machine Learning, Speech and Language Technology at the University of Cambridge (UK) in 2017.