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Research • 2026

Supporting Teacher Learning with LLM-Simulated Dialogues

Explored how LLM-generated student dialogues help teachers identify science misconceptions and improve responsive teaching strategies.

LLMs Teacher Learning Science Education

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Instructional Tool • 2026

Discuss Ready: AI-Powered Discussion Preparation Tool

A structured tool grounded in ICAP theory that guides students through four self-explanation stages to deepen cognitive engagement before discussions.

ICAP Theory Self-Explanation Cognitive Engagement

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XR Lesson Design • 2025

Immersive English Practice with AI Avatars

Used Wonda Spaces and 3D AI avatars to help Japanese middle schoolers practice English conversation in a low-pressure virtual environment.

Wonda XR AI Avatars ESL Education

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Instructional Design • 2026

Developing Student Feedback Literacy

An adaptive module that helps students turn instructor feedback into actionable improvement strategies using structured reflection and scaffolding.

Feedback Literacy Adaptive Learning Self-Regulated Learning

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Instructional Design • 2025

Personalized Learning for Scientific Discussion

An adaptive design helping high schoolers correct climate change misconceptions through peer discussion and targeted LLM feedback.

Personalized Learning Adaptive Design Science Education

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UX Research • 2026

Usability & UX Research: Kreebo Reading App

Evaluated Kreebo through user testing, a WCAG 2.2 accessibility audit, and ecosystem mapping to identify friction points and recommend design improvements.

UX Research Usability Testing WCAG Accessibility Ecosystem Mapping

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