I enjoy making things. Here are a selection of projects that I have worked on over the years.
Relationship-centered multi-agent systems for personalized, culturally grounded gardening support.
Regularized text-space prompt optimization that resists distributional overfitting.
A unified framework for studying self-distillation in large language models.
Multi-agent socio-collaborative companion systems that stay in character and contribute meaningfully.
Orchestrating specialized AI agents as social collaborators in live shared experiences.