Prior to that he spent 4 years at Citigroup in London in the Equity Research and Equity departments where he worked on quantitative models for trading and risk measurement. Before entering finance Patrick was a lead developer of S-PLUS in its early days. He has a PhD in Statistics from the University of Washington in Seattle.