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.