Predict & Profit is an automated trading bot that uses GFS 31-member ensemble weather model data to find mispriced contracts on Kalshi prediction markets. The bot scores every trade on ensemble confidence, model agreement, and fee efficiency. It only fires when the edge is real. Includes full Python source code, setup guide, and trading strategy documentation. No guessing. No emotion. Just signal vs price.