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saransh khanna completed Frontend Engineering with Prediction Game

  • Verified
  • Issued 30 July 2026

What saransh demonstrated

Built a complete World Cup prediction game end to end: rendered the fixture board, scored picks with the exact 5/2/0 rules, computed team attack strengths from embedded historical results, and used those strengths to drive a bot predictor. Also implemented a persistent ranked leaderboard and shipped the game on a live Netlify URL.

  • Leakage-Free Feature Engineering
  • Honest Model Evaluation
  • End-to-End Game Assembly
  • State Persistence and Ranking

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