What Omsingh demonstrated

Built a complete World Cup prediction game in a single HTML file: rendered the fixture board, scored picks with the exact 5/2/0 rules, derived team strengths from real historical results, and used those strengths to drive a Poisson-style house bot. Also implemented a persistent ranked leaderboard and deployed the finished experience to Netlify.

• Leakage-Free Feature Engineering
• Honest Model Evaluation
• End-to-End Game Assembly