I design learning systems that create independent thinkers in an AI-driven world. Through ChocoChips, I work with: • Students who want to build structured, high-leverage learning systems • Educators who want to design scalable curriculum architecture • Institutions that want to rethink their learning infrastructure If you are serious about building systems — not chasing hacks — you are in the right place. Applications are selective.