I designed a heartbeat-based emotion expression system for robots, utilizing multimodal emotion recognition and a multilayer emotion model, to enhance human-robot interaction through pulsation, light, and sound effects.
I designed a data collection and insight system, as well as an operational system, for rare disease patients through the application of GPT and machine learning.
I collaborated with Alibaba Intime Group to design the standard for a navigation system in shopping malls
I designed a set of services for amputees to easily enjoy playing musical instruments, as well as a model for instrument assistance products