I published and demoed 2 works for ICMI 2025 in Canberra, Australia. ICMI is the premier international forum that brings together multimodal artificial intelligence (AI) and social interaction research. Multimodal AI encompasses technical challenges in machine learning and computational modeling such as representations, fusion, data, and systems. The study of social interactions englobes both human-human interactions and human-computer interactions. A unique aspect of ICMI is its multidisciplinary nature which values scientific discoveries and technical modeling achievements equally, with an eye toward impactful applications for the good of people and society.

The Crock of Shh is a water dispenser interface designed for typing messages to water.
The Human Record Needle consists of a unicycle outfitted with ergonomic hand pedals, a bike roller stand, and a tactile transducer to create a novel interface for playing back a MIDI score.