معرفی
Dr. Paul Bilokon is a Visiting Lecturer in the Department of Mathematics at Imperial College London's Faculty of Natural Sciences. He holds leadership roles as CEO and Founder of Thalesians Ltd, Chief Scientific Advisor to Thalesians Marine Ltd, and Head of Faculty at the Machine Learning Institute (MLI) and Quantitative Developer Certificate (QDC). Previously, he led global credit and core e-trading quant teams at Deutsche Bank and held senior roles at Morgan Stanley, Lehman Brothers, and Citigroup. His research focuses on machine learning in finance, cryptocurrency, high-frequency trading systems, and domain theory. He earned a distinction from the University of Oxford and won the Donald Davis Prize and British Computer Society SET Award for his work on stochastic processes and imaging. His book contributions include 'Machine Learning and Big Data with kdb+/q' and 'Machine Learning in Finance: From Theory to Practice.' He teaches advanced machine learning and C++ programming, emphasizing reinforcement learning and low-latency applications.
Education: Christ Church, University of Oxford (MSci with distinction); Imperial College London (Donald Davis Prize-winning MSci thesis). Research interests include algorithmic trading, quantum machine learning, and drug discovery via graph neural networks. Awards: Quant of the Year 2023, multiple industry accolades. Projects span cryptocurrency arbitrage, low-latency systems, and topological approaches to number theory. Advised numerous students on topics like deep reinforcement learning and electronic market making.
Labs/Teams: Thalesians Ltd (quantitative research), MLI (machine learning education), QDC (certification programs). Grants and consulting span financial institutions and tech firms. His work bridges academia and industry, driving innovation in finance and computer science.