Thomas Christie is a data scientist at Infinite Campus, a student information system for 8 million students across the United States.  At Infinite Campus, Thomas applies state-of-the-art machine learning techniques to solve problems in education.  Thomas is also graduate student in Cognitive Science at the University of Minnesota, where he is a member of the Computation, Motivation and Control lab.  His research focuses on investigating cognitive effort through the lens of information theory.