Professor Dr. Nor Liyana Mohd Shuib is a distinguished academic at the Faculty of Computer Science and Information Technology, Universiti Malaya, where she coordinates the Bachelor of Computer Science (Data Science) program. Ranked among the top 2% of scientists globally by Stanford University in 2023-2024, she is renowned for her excellence in research, innovation, and consultancy. Throughout her career, Professor Liyana has successfully supervised numerous PhD students to completion, reflecting her dedication to mentoring and nurturing future scholars. She is a prolific researcher with a Scopus H-index of 35 and a Web of Science H-index of 32, and she has published extensively in high-impact journals and international conference proceedings. Her research interests include personalization, e-learning, recommender systems, data analytics, data science, AI applications, and educational technology. An accomplished innovator, Professor Liyana has received over 30 prestigious awards at both national and international levels, including multiple best paper accolades. She leads impactful projects as the Principal Investigator, notably on digital skills frameworks and mental health applications for senior citizens, alongside various AI-driven initiatives in Healthcare and Education. Her consultancy work for Malaysia's Ministry of Higher Education includes evaluating digital learning readiness across higher education institutions. A senior member of the IEEE Computer Society, Professor Liyana also serves as an Adjunct Professor at Universitas Semarang, Indonesia, where she continues to advance the fields of computer science and AI applications.

Dr. Adilah binti Abdul Ghapor is a Senior Lecturer at the Department of Decision Science, Faculty of Business and Economics, Universiti Malaya in Kuala Lumpur. She completed her Bachelor's Degree in Mathematical Statistics from Purdue University, Indiana, and obtained her Doctoral Degree from Universiti Malaya. Her research interest is in Statistical Modeling in Mathematical Sciences, focusing on Missing Values, Outliers, and Parameter Estimation. She also works on the application of statistics, which includes socio-economic impact assessment and issues related to the gig economy.

Siti Nur Edlyn Nadia Zuraiju is a Senior Lecturer at the Department of Social Administration and Justice, Faculty of Arts and Social Sciences, Universiti Malaya. She earned her PhD in Social Administration and Justice (specialized in Social Management) from Universiti Malaya.  Meanwhile she holds a Master's Degree in Public Administration and a Bachelor's Degree in Administrative Science. Her research interests include social management, social administration, public administration as well as training and development. She has taken on the role of project leader and co-researcher in several active research projects and recognized as an expert in qualitative research, often employing in-depth and human centered approaches to understand social issues.