Beyond Textbook Knowledge: Interview Prep That Tests Real Workplace Thinking

AI Prompt: Interview scenario generator that creates realistic workplace data problems testing business judgment alongside technical skills for job-ready preparation.

A former student called me frustrated after an interview: "They didn't ask about SQL joins or statistical tests. Instead, they showed me a dashboard with weird numbers and asked what I'd do. I knew the data was wrong, but I had no idea how to respond professionally."

This happens when students encounter scenario-based interviews - common in consulting, p…