Cynthia Rudin is an American computer scientist and statistician recognized for her work in interpretable machine learning. She currently serves as the director of the Interpretable Machine Learning Lab at Duke University, where she holds professorships in computer science, electrical and computer engineering, statistical science, and biostatistics and bioinformatics.