Aastha Singh completed Frontend Engineering with Prediction Game

Built a complete World Cup prediction game end to end: rendered the fixture board, implemented exact-result and result-only scoring, derived team strengths from real historical results, and used those strengths in a Poisson-based house bot. Also persisted and ranked player, bot, and friend totals in localStorage and shipped the finished experience to a live Netlify URL.

• Leakage-Free Game Logic
• Data-Driven Prediction Modeling
• Persistent Leaderboard Design