1993, BSc, Yale; 1999, PhD, MIT. Currently, Associate Professor, Computer Science and Artificial Intelligence Laboratory, Department of Brain and Cognitive Sciences, MIT. Recipient of awards: outstanding paper awards in computer vision, machine learning, and cognitive science; Distinguished Scientific Award for Early Career Contribution to Psychology, American Psychological Association. Expertise: reverse engineering human intelligence in computational terms, and engineering more human-like machine learning and artificial intelligence systems, principles of learning and decision-making that span the levels of societies, individuals, cells and circuits.