At University of South Florida, I lead applied education, evaluation, assessment, and community-partnership work. I translate standards and evidence into practical rubrics and quality criteria, and develop instructional, policy, training, and presentation materials.
On the SCOPE-AI Clinical Simulation Initiative, I contribute structured scenarios and evaluation rubrics for an AI-enabled MSW clinical simulation. I also develop source-governance and knowledge-quality standards, addressing privacy, access, and responsible AI use.

