Case Studies
A note on this portfolio: These five projects come from two decades of building learning systems, analytics platforms, and governance processes inside a large public university — work that maps directly onto instructional design, learning analytics, and stakeholder-facing program design. Each one follows the same discipline: diagnose the actual problem, design a solution grounded in data, and measure what changed.
Leading Digital Transformation:
From Paper Process to Enterprise Learning Platform
Replaced a decade-old paper-based review process with an eight-stage digital workflow and real-time leadership dashboards tracking 110,000+ annual data points.
Governance Under Pressure:
Safeguarding a $20M+ Funding Pipeline
Six years of proactive, consultative protocol review protecting $20M+ in funding — a model for embedding quality review into a fast-moving delivery pipeline without becoming a bottleneck.
Designing for Every Learner:
Adaptive Competency Pathways at Scale
Replacing one-size-fits-all training with a self-paced, competency-gated learning pathway built for learners at every starting point.
Research-to-Policy Briefing
Reconciled 25 years of scattered government data into a single defensible narrative and delivered it directly to a government Deputy Minister — data storytelling for a senior, non-technical audience under real time pressure
Responsible AI Adoption
A working framework for judging when AI output can be trusted, built from hands-on comparative testing across multiple AI tools rather than policy written in the abstract.