DESIGNING INTENTIONAL SYSTEMS.
I'm a design strategist who builds systems for how people make decisions, build networks, and scale platforms. My work spans data pipelines, community-driven products, and organizational design. I focus on structures that create durable, equitable value for creators and communities.
01 //
Designing for Cognitive Stewardship
Led an innovation team designing model behaviors and user experiences to reduce decision fatigue and cognitive overload when working with AI agents. designing and validating a framework for when AI should step in, and when it should just handle it.
02 //What Drives Trust
Ran a controlled study on what actually drives trust in AI — and found it splits into a handful of distinct niches, each needing a different fix.