Aaron Tan heads the Data & Analytics team at the Singapore Exchange (SGX), working with all business and support units to enable their journey towards being data-driven. He oversees the development of centralized big data platforms (kdb+ and Hadoop), drives policies and implements standards in Data Management and Governance, and is responsible for building capabilities in Advanced Analytics and Machine Learning. Aaron has vast experience in developing applications that provide data analytics for various domains including Sales & Trading, Transaction Cost Analysis, Compliance and Regulation. With close to 14 years of experience in the FSI, Aaron possesses a good understanding of Global Markets, Electronic Trading and Clearing & Settlement across multiple asset classes. He has lived and worked in New York City and Singapore.