Data Viz

Background

Process

Research

Ran analysis of 50K usage sessions, resulting in validated insights and team alignment.

Exploration

Starting with wireframes, I refined through critique cycles and stakeholder review.

Impact

40% improvement in task completion. Since shipping, we've measured 300% faster task completion.

Data Viz

Shipping quality design requires collaboration and iteration. I've learned that . The implications matter for teams and organizations.

The Thing

Whether you're building your product, this principle matters.