Gen Z has grown up in a world where technology and the internet are ubiquitous, driving self-directed learning and a preference for innovative, personalized skill acquisition. Creator-led learning, in particular, has gained popularity by offering dynamic learning experiences curated by content creators. Our goal is to develop a personalized learning platform using creator-led content and generative AI, empowering individuals to advance their careers by developing skills with Microsoft products. Our design builds on Microsoft’s existing learning platform, Microsoft Learn.