Generative interfaces

Exploratory deep work focused on shaping next-generation Copilot output. This work pushed beyond static responses into composable, structured UI — blending conversational AI with editorial layout systems to make AI output feel less like a wall of text and more like something you'd actually want to read.

My contribution

• prototyped rich output patterns that move beyond simple chat responses toward structured, scannable layouts
• explored layout, hierarchy, and composition systems for AI-generated UI
• bridged design and engineering through production-minded prototypes built to validate ideas quickly with stakeholders