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What Nithin demonstrated
Built a complete World Cup prediction game end to end: rendered the tournament fixtures as interactive pick cards, scored picks with the exact 5/2/0 rubric, derived team attack/defense strengths from real historical results, and used those strengths to generate bot predictions. Also implemented a persistent ranked leaderboard and deployed the finished experience to a live Netlify URL.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- End-to-End Game Assembly
- State Persistence and Ranking
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