Joyce
Doan.
Designs dashboards and complex interfaces where clarity matters more than decoration. Currently exploring the intersection of AI, UX, and product design.
Selected work, indexed.
Centralized platform for document upload, tracking, and validation. Improved usability through UX flow reviews and test cases.
I design tools that respect their users' time and intelligence.
I'm a UI/UX designer focused on data-driven products. I design dashboards and complex interfaces where clarity matters more than decoration.
Currently exploring the intersection of AI, UX, and product design — figuring out how non-deterministic outputs can feel trustworthy in a high-stakes workflow.
The best interfaces feel obvious in retrospect. Getting there usually means cutting more than you add.
What I do.
Usually as a lead or solo designer on a small team. Occasionally as an advisor.
Dashboard & data UX
Hierarchies for dense data. Query-to-glance pipelines. Tables that don't make you squint.
Product UX & UI
End-to-end flows for B2B SaaS. Onboarding, settings, the unglamorous middle bits.
AI-integrated interfaces
Designing for non-deterministic outputs. Confidence, control, and graceful failure.
Design systems
Tokens, components, contribution model. The kind that engineers actually use.
Notes on the craft.
How I Extract a Real Design System from Any Website
Most AI tools can generate UI. The problem is they don't know your design system. Here's how to fix that.
02 Apr 2026 · 10 min readToken-Efficient Design Context
A one-time Figma extraction workflow that turns your design system into a reusable local file — so AI tools stop burning tokens reading the same design over and over.
03 Mar 2026 · 14 min readDesign System Markdown Template
A practical template for documenting UI components, styles, and guidelines — from color tokens to component rules.