We conduct a data-driven evaluation of each student’s academic background, interests, and target majors to strategically select the most impactful international competitions—including STEM Olympiads (BMO/AMC, BPhO, UKChO, USABO, USACO), business/economics challenges (NEC, IEO), research modeling (HiMCM), and humanities contests. We then map out an actionable, phased preparation roadmap to ensure thorough readiness and confident execution on test day.