Mattia Mah’moud, MPhil, is an Innovation Fellow at the Penn Center for Cancer Care Innovation (PC3I) and a second year MSTP MD-PhD candidate at the Perelman School of Medicine at the University of Pennsylvania. Her current interests are broadly in cancer risk prediction modeling and health care delivery disparities in cancer diagnosis and treatment. Ms. Mah’moud received her Bachelor of Arts in Applied Mathematics from Harvard College and her Master of Philosophy in Epidemiology from the University of Cambridge. She will be completing her PhD in Epidemiology through the Graduate Group in Epidemiology and Biostatistics.