Challenge
Users needed a more approachable way to move through complex data without relying on brittle ad hoc workflows.
Approach
I shaped exploration patterns around search, progressive disclosure, and reusable data views.
Outcome
Public-safe preview only; the portfolio shows a blurred view and keeps proprietary data private.
Public-safe case study
This page uses recreated product artifacts and abstracted workflow details. It is designed to show the product thinking, interaction model, and frontend direction without exposing private product or team material.