Flubert
Microsoft · Fluent Design Studio
Design tooling
Connecting Fluent iconography and emoji to a design assistant.

A design assistant that helps you create beautiful and consistent designs that adhere to the Fluent Design System. Flubert is a Figma plugin that analyzes your UI against Fluent guidelines and surfaces recommendations — helping designers move faster without sacrificing consistency.
My contribution
- built iconography and emoji suggestion features grounded in a vector database of Fluent assets, using scraped icon and emoji metadata as the retrieval corpus
- created search indexes from that metadata to power fast, semantically relevant suggestions within the plugin
- integrated LLM-based analysis to evaluate UI components against Fluent design guidelines and surface actionable feedback
Semantic retrievalFigmaDesign systems




