Designs assessment frameworks, evaluates tools, and ensures alignment with learning outcomes through systematic measurement and analysis.

Develops measurement models, analyzes learning metrics, and supports evidence-based decisions through robust evaluation and reporting.

Applies statistical and psychometric models to validate assessments, ensuring accuracy, fairness, reliability, and predictive value.

Designs assessment items and blueprints aligned with learning objectives, ensuring clarity, validity, and measurement accuracy across subjects.