Mahbuba is a Ph.D. student in the U.S. with a background in machine learning, computer vision, and HCI, complemented by two years as an AI engineer. Her ambition is to leverage these skills to spearhead advancements in healthcare and computational biology. Her current work involves phenotype prediction from genomic and proteomic data, where the goal is to create an interpretable predictive model.