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I Built a Sports Prediction Bot That Bets Against the Market — Here's the Architecture
Engineering

I Built a Sports Prediction Bot That Bets Against the Market — Here's the Architecture

Sports prediction is a solved problem for the books. It's wide open on Polymarket. Here's how I built Shiva — a 6-factor probability engine that finds edge in NBA and MLB markets using free public APIs and adaptive weights.

March 4, 20268m read
Shiva: A Sports Prediction Bot That Hunts Mispriced Polymarket Odds
Engineering★ Featured

Shiva: A Sports Prediction Bot That Hunts Mispriced Polymarket Odds

Sports prediction markets are inefficient because the crowd prices on narrative, not data. Shiva is an automated bot that estimates true probabilities from team stats, injuries, and media sentiment — then executes when the edge is real.

March 4, 20268m read