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black-swan.bet — AI-Powered Football Betting Analysis Platform

black-swan.bet — AI-Powered Football Betting Analysis Platform

About this project

black-swan.bet is a full-stack AI platform that identifies structurally mispriced football betting markets across 25 European leagues. The core thesis: bookmakers systematically underprice certain low-probability, high-payout outcomes — so-called "black swans" — and these can be detected at scale using historical data, machine learning models, and live odds feeds.

The platform is fully autonomous: it collects live data 24/7, runs 10 machine learning models, detects value bets, and exposes everything through a web app with a natural-language AI agent for analysis.

Live demo available at https://black-swan.bet

Guest login for reviewers:

- Username: guest

- Password: guest2026

The guest account gives full read access to all analytical tools: scheduled matches with live odds, Swan Radar

predictions, 10-model predictor, backtested betting strategies, odds movement tracker, and black swan shortlist builder.

Personal diary and AI chat agent are restricted to the owner account.

Created byJonas Vengalis
Published atSeptember 21, 2026
CourseSoftware & AI engineering
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