Karandeep Singh, MD, MMSc, is an Assistant Professor of Learning Health Sciences, Internal Medicine, Urology, and Information at the University of Michigan. He speaks with us about bridging the gap between academia and practice and discusses how the University of Michigan deploys and rigorously evaluates machine learning models in real clinical practice.