Andy is currently serving as the Chief of Staff to APJ President in Organon, leading the strategy development, marketing, and commercial operations for the region. Prior to joining Organon, Andy was the digital and advanced analytics lead as well as business unit director for the hospital acute care business in MSD Taiwan. Andy also held several technical and business roles in MSD Korea and Singapore, where he led and built data science capability within the organization to innovate and empower problem-solving in sales and marketing, compliance, and finance. His prior role also includes Data Science Practice Lead at Singtel Group, where he successfully led and implemented multi-million smart city projects in Singapore. Andy is also a serial entrepreneur where he co-founded many ventures in e-commerce, online marketing, education, real estate, and interior design business. He was also appointed as a director in Singapore Society of Modern Management. Andy received his Ph.D. degree from the National University of Singapore. Get to know more about his work through this YouTube channel – Digital and Data Coffee with Andy.