William is a researcher and portfolio manager at Jump Trading focused on crypto markets, reinforcement learning, and portfolio optimization. His current research interests involve using ideas from effective field theory to model objective functions in finance. In a past life, William was a string theorist studying black holes, supersymmetric gauge theories, and the string landscape.