Research Projects
My work spans four interconnected research areas, all aimed at making AI-powered analytics more human-centred, interpretable, and actionable in high-stakes settings. Select a card to read more about each area's goals, methods, and key publications.
Teamwork Analytics
Designing AI-powered analytics that help healthcare teams and educators make sense of complex multimodal data captured during simulations — supporting reflection, debriefing, and skill development in high-stakes, team-based settings.
Explore this project →Data Storytelling & Interpretability
Helping people make sense of complex learning analytics through narrative, visual, and conversational explanations — exploring how data comics, dashboards, and GenAI chatbots can make dashboards more interpretable and actionable.
Explore this project →Human–AI Interaction
Designing and co-designing tools for teachers and students to collaborate with AI systems — from participatory, value-sensitive design methods to orchestration tools that support transitions between individual and collaborative learning.
Explore this project →