Data Viz

The Challenge

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.

Outcomes

40% improvement in task completion. Since shipping, we've measured 2.1x improvement in engagement.

Data Viz

Shipping quality design requires collaboration and iteration. Recent work has shown me why . The implications matter for teams and organizations.

The Thing

Whether you're building a new feature, this approach matters.