Professor Dr. Maznah Dahlui is a distinguished Public Health Physician and an Honorary Professor at the Department of Social and Preventive Medicine, Faculty of Medicine, University of Malaya. Her extensive career encompasses significant contributions to health economics, policy evaluation, and public health initiatives. Academic and Professional Background Dr. Dahlui began her career in 1989 with the Ministry of Health Malaysia, where she completed her Houseman-ship and Medical Officer trainings before advancing to the role of Deputy Director at the Food Safety and Quality Division. She later transitioned to the National Institutes of Health, where she played a key role in training healthcare workers on research methodologies and professional ethics. In 2003, she joined the University of Malaya, where she has held several leadership positions, including Head of the Department of Social and Preventive Medicine (2011–2016) and Deputy Dean (Postgraduate) of the Faculty of Medicine (2016–2020). She was in UM senate for several years during those period. In 2022, up to now, she serves as the Head of the Department of Research Development and Innovation at the University Malaya Medical Centre. In this role, she coordinates research initiatives, promotes AI applications to enhance healthcare quality, and implements the Case-mix System as an effective mechanism for costing healthcare services and improving hospital management efficiency. Dr Maznah had served University Airlanga of Surabaya,