Giles 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 High Frequency Algorithmic Trading development background.