Enter Kaggle, Zindi, WorldQuant BRAIN, Codeforces, and hackathons not as a hobbyist but as an operator — and convert every placement into career capital, content, and compounding traffic. Reach the medal zone or demo-day placement on at least one platform during the cohort, and ship a complete Trophy Funnel asset set against the result.
