Dr. Nur Syazwin Mansor’s academic journey is marked by her passion for statistics and education. Her doctoral research at Universiti Teknologi Malaysia focused on pioneering statistical methods, leading to innovative developments in multivariate analysis and data mining. As a Senior Lecturer, she is dedicated to fostering a supportive learning environment, continuously exploring new ways to engage students and make complex statistical concepts more relatable. Her research interests include time series clustering and demographic analysis, reflecting her commitment to advancing the field of statistics.