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Andrew is the co-founder of Coinstrats, a research and development entity focusing on systematic trading in cryptocurrency markets with a heavy emphasis on machine learning, signal processing and swarm optimisation techniques. After initial studies in Mechanical Engineering Andrew went on to complete postgraduate degrees in Quantitative Finance and Computational Finance and is currently finishing up a PhD at University College London in the Computer Science department focusing on Machine Learning. Previously he has worked in private banking, investment banking, central banking and, more recently, a research scientist at a quantitative hedge fund and a leading broker developing machine learning algorithms for execution.