A numerical scientist, I make mathematical models of biological systems. I have worked my way across the spectrum of mathematical models from pure mathematics, via statistics and machine learning, to biophysical models; and many points in between.

I am now working on making a simulation of the human immune system to improve drug development. In the background, I enjoy a sideline view of another company implementing a self-improving AI system, which I designed, which interacts with human patients.