 From 1998 to 2005, he was a member of the faculty at the Gatsby Computational Neuroscience Unit, University College London.Ghahramani has made significant contributions in the areas of Bayesian machine learning (particularly variational methods for approximate Bayesian inference), as well as graphical models and computational neuroscience.His current research focuses on nonparametric Bayesian modelling and statistical machine learning.