When approaching the dashboard architecture, the primary bottleneck was information overload. Students were abandoning the platform because finding specific modules required too many clicks.

The Approach

I applied a systems-thinking framework to map the exact user journey. By restructuring the data hierarchy, I prioritized immediate actionable items like upcoming deadlines at the top level.

The Outcome

The revised structural plan significantly reduced navigational friction, providing a clear blueprint for the engineering team to execute the build.

This project required stripping back the high-level reporting to understand the raw mechanics of how the business actually generated and spent capital.

The Approach

Starting with zero prior assumptions, I modeled the core revenue streams against operating expenses to isolate the most profitable segments of the organization.