Data Viz

Background

Process

Discovery

Facilitated contextual inquiry across 12 locations, resulting in validated insights and team alignment.

Design & Iteration

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

Outcomes

40% improvement in task completion. Since shipping, we've measured 18-point NPS lift.

Data Viz

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

Conclusion

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