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Currently: I am an Associate Professor in the Electrical Engineering Division of the Department of Engineering at the University of Cambridge, a Faculty Fellow at the Alan Turing Institute, and the founder of Signaloid, a startup developing a new approach to computation that interacts with the physical world. At Cambridge, I lead the Physical Computation Laboratory. At the Turing I co-lead the Interest Group on Resource- and Data-Constrained AI.
My research explores how to exploit the structure of signals in the physical world and the flexibility of human perception to make computation more efficient. Some of my ongoing work applies this idea to new hardware architectures for tracking uncertainty in computation and sensing and new methods for learning models from physical sensor data.
Previously: Ph.D., 2007, CMU. I spent 2006–2008 at Technische Universiteit Eindhoven in the Netherlands, joined IBM Research in Zürich, Switzerland, as a permanent Research Staff Member from 2008–2012, and then joined Apple in Cupertino from 2012–2014. I moved back to academia in 2014: I was in the MIT Computer Science and Artificial Intelligence Laboratory (CSAIL) from 2014-2017 and joined the University of Cambridge as a faculty member in 2017.