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AI & Personalization
AI-Powered Support
Personalized Tasks
Mobile Advocacy
Decision Intelligence
Personalization GEM
Systems That Scale
Enabling Authoring
Formative AI
Navigation Update
Systems Design GEM
Designing Community
Content Architecture
About Me
Systems That Scale
If the authoring experience is broken, so is everything else.

When systems are clunky or fragmented, they create friction across teams, and both efficiency and quality suffer.

Select a project to explore:
Three screenshots of a content editing interface with the document xblock built with a slide deck titled “Lorem Ipsum,” representing authoring workflows inside an educational platform.

Enabling Authoring

Freeing authors' creativity inside the platform

Interface of a chatbot support tool with a professional avatar and a question prompt asking students to enter clarifying questions about budgeting methods or project parameters. A five-star confidence rating scale appears above.

Formative AI

Formative practice with a real-world feel

Three mobile screens displaying a course navigation interface for IT Leadership Foundations, showing progress tracking and section headers within a compact app view.

Navigation Update

Usability simplified for enhanced student focus

Persona summary card labeled “Persona 2 – Needs autonomy and freedom,” showing a learner profile with cognitive traits and a pie chart of time and energy allocation. Key traits include demand avoidance, sensory seeking, and multitasking under high burnout potential.

GEM for Systems

Prioritization via holistic user contexts

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