ember blossom logo
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
AI & Personalization
Strategic systems for support and agency.

Students don’t just need content—they need systems that build momentum. We used AI and product strategy to design tools that support self-regulation and remove invisible barriers to learning.

Select a project to explore:
Sketch of a mobile interface titled “Check-ins and support” with handwritten notes describing real-time nudges and student momentum tracking features.

AI-Powered Support

Momentum through real-time metacognitive nudges

Three mobile screenshots showing a smart task scheduling interface with course checklists, due dates, and calendar integration.

Personalized Tasks

Executive function support through smart scheduling

Infographic titled “Devices students have,” showing device icons ranging from rotary phone to smartphone along a scale from few to almost all.

Mobile Advocacy

How can on-the-go users succeed?

Laptop screen showing a dashboard with radar charts summarizing student behavioral metrics across categories such as engagement and support needs.

Decision Intelligence

Turning student context into actionable metrics

Two stacked bar charts comparing Personal Learning Guide and GEM breakdowns, highlighting categories like general, social, starting efficacy, executive function, and sensory processing. Caption reads “Why Sensory Processing Matters.”

GEM for Personalization

From complex research model to practical strategy

ember blossom logo

Home

Next Story
→ 
Copyright © 2025 Hannah Beaux
↑