David's Ph.D. in Computer Science at University College London focused on the optimization of complex networks, including neural networks, using genetic algorithms. Following his studies, David worked as a quantitative trader using machine learning to develop high-frequency trading algorithms. Seeing the tremendous impact of autonomous systems in financial markets in 2013 David established an AI consulting firm in London helping companies use AI technology. David joined Cogent Labs in the early days of the company in 2015 where he works both on research and business development.