Satyam Mahapatra completed Frontend Engineering with Prediction Game

Built a World Cup prediction game end to end: rendered pickable fixtures, scored predictions with the exact 5/2/0 rule, derived team strengths from real match data, and used those strengths to drive a bot predictor. Also persisted and ranked the leaderboard in localStorage and shipped the project on a live Netlify URL.

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