The Green Career Academy (GCA) is a structured journey designed for students who are motivated by climate action but lack a clear roadmap to the green economy. Moving beyond theoretical climate education, GCA is a career design incubator. We bridge the gap between "interest" and "employment" by providing students with the framework to explore industries, align their personal strengths with market needs, and activate their professional brand using AI and data storytelling.