ChirpAI: Augmenting Classroom Dialogue via AI-mediated Interaction
Transforming traditional "Exit Tickets" into a bridge for student-teacher dialogue—leveraging LLMs to provide actionable pedagogy for the US K-12 market.
# From ideation to prototyping
Portfolio works
UNIVERSE: Architecting Spatial Collaboration
Defining interaction standards for the 3D virtual classroom - balancing technical constraints with intuitive usability to drive student engagement.
US B2B Education: Full-Lifecycle Ecosystem Research
A comprehensive study mapping the US B2B education journey from procurement to classroom usage, synthesizing insights from all stakeholders: buyers, IT, teachers, students, and parents.