I design the moment between a signal and a decision — how AI systems read intent, weigh risk, and act in the world.
Understanding Human Intent
in the physical world, user intent is rarely complete. What can actually be missing from an apparently clear instruction?
#HRI
Commands Aren’t Enough
In physical space, action changes the world. If it’s wrong, it can come down to a severe result. #HRI
[Thought Piece]
The Art Behind HRI
Boston Dynamics’ HRI discussion reinforced my belief that design principles remain constant, while embodied systems complicate perception, autonomy, safety, and trust. #HRI
[Thought Piece]
Helix 02 Bedroom tidy
Reflecting on the backend behind such ordinary human behavior makes clear how hard these “simple” tasks really are for a mechanical system. #HRI
Design Case Studies
Outlook Navigation
From the functional navigation to easy-to-use navigation
Acrobat Sharing
Allow Acrobat users to share their PDF in their communication tools
Chat to Command
An Intent-to-Action Framework for Conversational Settings on Outlook
Designing Coherence
A framework for cross-device consistency, adaptation, and continuity
