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What Samruddhi 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 strengths from real match data, and used those strengths in a Poisson-style house bot. Also implemented a persistent ranked leaderboard and shipped the game to a live Netlify URL.
- Leakage-Free Feature Engineering
- Honest Model Evaluation
- End-to-End Game Assembly
- Persistent State Management
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