Career Chef is a study choice support service that helps students explore their fit with study environment through experiential, rather than practical, reflection. Through app-guided campus tours, situated reflection, and interaction-driven profiling, students discover study preferences through experience rather than questionnaires alone. By combining digital and physical touchpoints, the concept supports earlier reflection on sense of belonging and enables more informed, experience-driven career decision-making across educational institutions.