Context With extensive experience as both a Senior Instructional Designer and Instructional Design Supervisor, I lead initiatives that advance course quality, accessibility, and student success across FIU Online. My leadership integrates data-informed decision-making, emerging learning technologies, and Quality Matters (QM) standards to support scalable, high-impact online learning environments. Problem Online course development and maintenance at scale present several challe