Prototype · in development

This demo is being built.

The interactive prototype for this engagement is queued for build. The format will mirror the existing prototypes: a step-through engagement simulator with sample inputs, a live processing visualization, and a downloadable recommendation bundle (JSON + CSV + Markdown).

In the meantime, the project's three-page brief carries the full architecture, sequenced delivery plan, and metrics design. Open it from the project card on the portfolio.