A conversation with Dashel Ruiz Perez about how data shapes semiconductor manufacturing and engineering, lessons from teaching programming and ML at scale, first-hand experience with ML Zoomcamp, moving from dashboards to ML-powered applications, and advice for professionals transitioning into data and AI later in their careers.