معرفی
Dr. Yeo Wee Kiang is a Senior Lecturer (Educator Track) in the Department of Information Systems and Analytics at the National University of Singapore's School of Computing. He holds a PhD in Machine Learning and Data Mining from NUS (2013) and an MSc from Nanyang Technological University (2006). With industry experience as a Director of Data Science at a food technology startup, he brings practical insights into AI applications for nutritional science.
His research focuses on leveraging technology to enhance computing education through:
- Adaptive Learning systems for personalized instruction pacing
- Large Language Models (LLMs) for educational engagement
- Data Science and Business Analytics methodologies
- Intelligent Systems for pedagogical innovation
Dr. Yeo's publication history reflects an early career focus on computational approaches to pharmaceutical research, including structure-activity relationship modeling, drug discovery informatics, and biomolecular interaction analysis. His current work transitions toward educational technology applications of machine learning.
He leads significant research initiatives including:
- Co-investigator on a Ministry of Education-funded project (2025-2028) using LLMs to enhance nursing students' research competency
- Development of autonomous AI agent swarms for educational and career advisory roles
Dr. Yeo teaches advanced courses including BT4221 (Advanced Analytics with Big Data Technologies), BT5151 (Advanced Analytics and Machine Learning), and IS5126 (Hands-on with Applied Analytics). His prior academic appointments include adjunct positions at NUS Faculty of Arts and Social Sciences and part-time lecturing at Nanyang Business School.
