Attention system
Systems under constraint.
I design for that.
Product systems across AI, neurotechnology, and platforms, focused on attention, learning, governance, and intervention.
Governance system
Designing editorial systems that scale revenue without breaking trust
Learning system
Designing learning systems where progress isn’t immediately visible
Intervention system
Designing AI that knows when not to act
Beyond case studies
Explorations across systems and interfaces
I design product systems shaped by constraint, where attention is limited and decisions are time-critical.
My work focuses on how systems shape behavior, how people focus, learn, trust, and act within complex environments. Across AI, neurotechnology, and platforms, I design systems that remain clear and stable as they scale.
Designing in the age of AI has changed how I build.
I move directly between thinking and making, working inside the system itself, using constraints to explore, test, and refine ideas in real time.