Douglas angel invests and mentors budding startups from his Alma Mater Ngee Ann Polytechnic. He is also the Co-Founder of VanityTrove, a social commerce platform to help women discover beauty. Data is a daily part of his life which makes him best suited to be part of the opening panel that will discuss the importance of data in providing a relevant product offering according to changing customer needs.