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AI & Data
AI Betting Prediction & Auto-Betting System
Probability-driven prediction engine with automated betting execution and bankroll management.
Problem
Manual sports betting analysis is time-consuming and emotionally driven, leading to poor bankroll management and inconsistent results.
Solution & Architecture
Developed a prediction system using probability algorithms, Kelly Criterion for optimal stake sizing, and arbitrage detection logic. The system analyzes odds across multiple bookmakers, identifies value bets, and executes automated betting strategies with configurable risk parameters.
Tech Stack
PythonDjangoPostgreSQLProbability AlgorithmsKelly CriterionREST APIsCelery
Role
Solo Engineer & Architect
Outcome & Impact
Achieved consistent positive ROI over 6+ months of live operation. System processes hundreds of betting opportunities daily with fully automated execution.