- Instruction-tuned large language models for science education and public engagement
- Interactive storytelling and conversational agents for platforms like Science On a Sphere
- Multi-modal data visualization and integrating language with spatial/temporal imagery
- Responsible AI in educational tools — clarity, factuality, and accessibility