Dr. Linda is a Senior Scientist at the School of Informatics & IT and Co-Chairperson of Enabling Technology Cluster, Temasek Polytechnic, Singapore, where she has been teaching and conducting research since 2019. Her work spans both pre-employment and adult education, with a strong focus on applied artificial intelligence.
She leads several AI-driven research projects, including a two-year initiative to develop a Smart Serious Game Analytics Engine that evaluates and enhances learner performance. This project earned the Innergy Silver Award 2022 from Singapore’s MiniAs artificial intelligence systems become increasingly integrated into critical aspects of society, ensuring their safety is no longer optional—it is essential. This work advocates for embedding AI safety principles at the core of research and development, rather than treating them as downstream concerns. By integrating safety considerations from the earliest stages of algorithm design, data selection, and model evaluation, they aim to build AI systems that are not only powerful but also aligned, transparent, and robust. This approach lays the foundation for trustworthy AI that can be reliably deployed in real-world contexts, minimizing risks and maximizing societal benefits of Education, and has been featured in international conferences and book chapters.
Dr. Linda holds a Ph.D. from Singapore Management University, a Master's from the University of Indonesia, and a Bachelor's from Bina Nusantara University. Prior to her current role, she gained extensive experience in machine learning, AI, and data science through research engagements at institutions such as the National University of Singapore (NUS), Singapore Management University (SMU), and SAP Innovation Centre.
With over 15 years of AI/ML research and more than 20 years in full-cycle IT project development—including AI applications— she specializes in Intelligent Systems, Data Analytics, Metaheuristic Algorithms, and Serious Games in Education.
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