Tammy Kwan
Tammy Kwan
Tammy Kwan is a researcher working at the intersection of artificial intelligence, education, and human development. She is currently Entrepreneur-in-Residence and Director of Industry Engagement at Princeton AI.
As a principal investigator, she focuses on designing AI for education around how students think and learn. Her research spans co-designing AI-enabled tools for neurodiverse students, developing simulated students to accelerate education research and development, and reimagining the LLM post-training pipeline to better support student learning. This interdisciplinary approach brings together AI and learning science with industry and education partners.
She previously cofounded and led Cognitive ToyBox, a research-driven early childhood assessment company, for nearly a decade through its acquisition by Teaching Strategies in 2024. Her work helped advance the use of developmentally appropriate direct assessment in early childhood systems nationwide.
Tammy holds degrees from Stanford University (B.A.), NYU Stern School of Business (MBA), and NYU Steinhardt School of Education (Ed.D.).
Teaching
- FRS 130: Learning with AI: From Cradle to Career (Spring 2027)
Public Writing and Reports
- Kwan, T. (2025, December 9). To improve learning, AI must build on what districts already know. District Administration.
- Kwan, T. (2025, October 9). AI can transform education research—if the U.S. invests now. RealClearEducation.
- Kwan, T. (2025, July 24). Why AI literacy instruction needs to start before kindergarten. The 74.
- Tripathy, R., Huang, K., & Kwan, T. (2021). Implementing Cognitive ToyBox in Louisiana Center-Based Pre-K Settings (WestEd Research Report).
- Tripathy, R., Burke, R., & Kwan, T. (2020). Case Study: Implementing Cognitive ToyBox alongside a Traditional Observation-Only Approach to Assessment in the Early Childhood Classroom (WestEd Research Report).
- Kwan, T. & Subramanyam, A. (2019, May 17). The promise of game-based assessment in early childhood education. Joan Ganz Cooney Center.
- Kwan, T. (2017, January 20). Why early childhood education matters now more than ever. Getting Smart.
Academic Publications
- Cameron, C. E., McClelland, M. M., Kwan, T., Starke, K., & Lewis-Jones, T. (2024). HTKS-Kids: A tablet-based self-regulation measure to equitably assess young children's school readiness. Frontiers in psychology, 14, 1202239.
- Lewis, M., Cristiano, V., Lake, B. M., Kwan, T., & Frank, M. C. (2020). The role of developmental change and linguistic experience in the mutual exclusivity effect. Cognition, 198, 104191.
Selected Awards
- Rethink Impact Award, Rethink Education, 2017
- Female-Founded Startup of the Year, Make It in Brooklyn, 2020
- Top 20 Finalist, GSV Cup Global EdTech Competition, 2022