My research focuses on enhancing ambient computing devices with powerful perceptual and interaction capabilities, fostering practical, inclusive, and sustainable intelligence that assist users in the physical environment. Specifically, I invent sensing technologies and energy-harvesting systems deployed in user environments, contributing to the advancement of the Internet-of-Things, personal informatics, and assistive and autonomous technologies.