Joel Wilson is a Quality Engineering leader at Ramsey Solutions, where he leads a team of seven Software Engineers in Test embedded across multiple product squads. For the past 18 months, he's been deep in the world of LLM evaluation, building frameworks and defining best practices for AI products, including benchmarks, LLM-as-judge tooling, red teaming, and drift monitoring. He's a CS grad who's been in software quality for over a decade, and his obsession is keeping QE fundamentals at the center of modern AI testing and making these concepts accessible to engineers who didn't sign up to become AI researchers.