About

Background

My Approach

Research

Facilitated contextual inquiry across 12 locations, 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.

About

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

Conclusion

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