Cricket Betting Market Analysis & Value detection Web App
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About this role
User Interface / IA, Machine Learning (ML), Web Development, Full Stack Development, Data Visualization, Data Analysis, Database Management, API Development, Web Application, User Experience Research · I need an experienced AI/full-stack developer to build a cricket betting market analysis web app.
The main purpose is to assess whether current bookmaker odds accurately reflect the real probability and strength of each team, and to identify potential market overreactions and value opportunities.
The app should combine live and historical cricket data, including player statistics, team performance, match situations and bookmaker odds. It should analyse the data and provide clear signals showing when the market may be overreacting and when the available odds may differ significantly from the estimated true probability.
The dashboard should be clean and simple, with easy-to-understand charts, probability comparisons, confidence levels and explanations for each signal.
Key features should include:
* Live and pre-match cricket data integration * Historical player and team statistics * Bookmaker odds/API integration * Real-time odds movement analysis * Market overreaction detection * Team-strength assessment * Estimated true win probability * Implied probability from bookmaker odds * Value-bet opportunity detection * Clear explanation of why a signal is generated
I want the system