A shipped Chrome extension inspired by MEMEX’s associative thinking, turning saved web links into a spatial graph organized by context and relationships.
A voice-driven robot in CMU’s Spatial Experience Lab exploring what happens when AI can point to "this" and "that" through gesture and pointing.
Ambient correction and embodiment for AI teaching assistants, exploring subtle guidance, progression state tracking, and shared attention mechanics.
A generative text-to-node product architecture editor, mapping design opportunities directly to workflow primitives on an infinite spatial canvas.
A live digital platform for CMU’s Lab for Cybernetics, connecting its people, projects, concepts, and practitioner-scholar network through a website, CMS, knowledge system, and matching tool.
A gamified mobile app that nudges people into taking detours by simplifying decisions and turning exploration into small, playful choices.
A hackathon XR experiment that lets physical objects hold digital memories, turning everyday spaces into moments of unexpected connection.
A soft robotic companion that detects doom-scrolling through computer vision and lets users talk to it, responding with peripheral feedback and emotion-based gestures.
