Hong Ming Tan

Dr. Hong Ming Tan is a Senior Lecturer at the Department of Analytics and Operations, NUS Business School, and a Research Fellow at the Institute of Operations Research and Analytics (IORA) at National University of Singapore. He holds a PhD in Operations Research and Analytics (2021), MSc in Mathematics (2017), and BSc (Hons) in Applied Mathematics and Economics (2013) from NUS.

• Doctor of Philosophy, Operations Research and Analytics (2021)
• Master of Science, Mathematics (2017)
• Bachelor of Science (Hons), Applied Mathematics and Economics (2013)

His research spans Business Analytics, Machine Learning, Operations Research, and Pharmacogenetics. Recent work includes:

• EcoVal Framework for efficient data valuation in ML
• Personalized Mental Health through adaptive testing and clustering
• Antibiotic Resistance modeling using antiresistic strategies
• CYP2D6 Methylation prediction for precision medicine

His publications demonstrate expertise in ML optimization, healthcare informatics, behavioral analytics, and decision science. Current projects include AI-led Smart Data Centre Management and SIA Corp Lab research. He serves as Chair of the Department Finance Committee and advisor to student clubs like Business Analytics Consulting Team. His work addresses real-world challenges in industrial operations, healthcare diagnostics, and educational innovation.