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What Syed demonstrated
Built a complete World Cup prediction game end to end: rendered the fixture board, scored picks with the exact 5/2/0 rules, derived team-strength data from real results, and used it to drive a bot predictor that considers both teams. Also implemented a persistent ranked leaderboard and deployed the finished experience to a live Netlify URL.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- State Persistence and Ranking
- End-to-End Product Assembly
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