How I turned a monthly “engagement went up or down” report into a measurement system that evaluates pages according to the job they were designed to do.

Restructuring Morningstar’s content architecture to make its expertise easier for both people and LLMs to understand.

I turned my information architecture into an AI-powered tool that helps teams classify B2B pages at scale.