We develop AI-informed, stress-aware experience systems for residential and community environments, grounded in evidence-based public health research. Our work focuses on improving quality of life by understanding how people cognitively and emotionally experience their everyday surroundings.
 

Using human-centered AI frameworks (ADOH/ADOS), we evaluate and shape environments that integrate sound, visual, and tactile elements to support stress regulation, attention, and well-being. These systems are designed to scale across residential developments and smart-city contexts, enabling environments that adapt to human needs rather than requiring people to adapt to technology.