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Giles is currently Managing Director, Global Head of Enterprise Risk Analytics, HSBC. In his role there he is responsible for development and imbedding of advanced analytics strategy for Op Risk and Reg Compliance functions globally, including deployment of bank-wide predictive risk management solutions. Activity examples include automation and behavioural analytics, surveillance analytics and capital modelling. Giles chairs Model Risk Oversight Committee. Prior to joining HSBC, Giles worked at a number of leading financial institutions in highly quantitative roles including Goldman Sachs and Deutche Bank. Giles has a background in High Frequency Algorithmic Trading development and has worked on applications of Markov Regime Switching to high-frequency financial forecasting, both equity and fixed income.