Carol Hargreaves is an Associate Professor in the Office of the President at the National University of Singapore (NUS). Her research area includes Artificial Intelligence & Machine Learning Applications in the Education, Financial, Healthcare, and Maritime Industry. She has published book chapters and numerous research articles in international journals. Associate Professor Carol Hargreaves has extensive experience in leading teams of analysts to solve multidisciplinary real-world data science problems.