Muhamad Firdaus Mohd Noh is a doctoral candidate at Universiti Kebangsaan Malaysia. His research focuses on designing cognitive models for reading among secondary-school students, developing and validating cognitive diagnostic items, comparing psychometric frameworks, and producing teacher-usable diagnostic reports to inform targeted instruction.