I acted as a Differentiation Examiner for the PhD candidate Reem Alhowaish, providing independent, expert assessment at the critical differentiation stage of the doctoral journey. This involved the evaluation of research progress, originality, and readiness for independent research, contributing to the decision on progression towards thesis submission. This role highlights my academic leadership in doctoral assessment, quality assurance, and support for high standards in research training.