Ishan is a PhD student supervised by Prof. Máté Lengyel. He completed his bachelor’s degree in biomedical engineering, applied mathematics & statistics, and economics at The Johns Hopkins University and conducted undergraduate research in signal detection theory for basic perceptual decision-making. He is broadly interested in probabilistic inference in neural networks and neural representations of uncertainty. Ishan is a member of Churchill College and a Gates Cambridge Scholar.