zsh — grace

~ % whoami

Hi, I’m Grace Lee

I’m a Senior Product Designer with a software engineering background. I make complex data and AI workflows easier to understand and use. My engineering experience helps me work through technical constraints while keeping the focus on what people need.

SYSTEMATICCURIOUSBUILDER

⎇ mainv5.0UTF-8scroll ↓ to see work

work/

~/work — ls

Selected Work

Featured · Enterprise AI · dotData

Making AutoML setup self-serve

I replaced fragmented setup pages with one canvas, helping business analysts configure prediction tasks with table relationships in view and validation before a run.

3 pages → 1 canvasGuided setupwith flexible navigation

Research-Led Design
Systems Thinking
AI/ML UX
Interaction Design

Read the full case study

ML Explainability

Prediction Error Analysis

Turned black-box model errors into clear explanations, giving analysts the confidence to fix weak segments in-product.

Data Visualization
Research Synthesis
Interaction Design

View case study

AI-native · 0→1

Museum of Children’s Books

Designed and shipped an AI-assisted museum solo, giving one curator the capacity to publish each book in 2–3 hours instead of 7–11.

Human-in-the-Loop
Design + Build
Content Systems

View case study

Design Systems

dotData Design System

Unified three handoff tools into one token-driven Figma system, adopted across the enterprise product, cutting design-spec and audit tickets by two-thirds.

Design Tokens
Design–Eng Handoff
Governance

View case study

ai-workflow.md

How I work now

Where I use AI

Across every stage of my design process, and inside the products I design.

Gracie, my AI assistant

DISCOVER

Research partner

From scattered notes to clear patterns

Interviews, competitors, data

DESIGN

Idea sparring

Explore more directions, faster

Concepts, copy, edge cases

BUILD

Code prototyper

Skip the handoff gap

Working prototypes in Cursor

SHIP

AI in the product

Designing AI features, not just using them

Museum AI Studio

beyond.txt

Outside the frame

Beyond work

WHAT DO I DO FOR FUN?Sketching & collage

WHAT KEEPS ME GOING?Running marathons

WHAT AM I BUILDING AT HOME?Tiny projects with my kid