Technical Overview
AI Predictive Model
Core API Integrations
- The Odds API - Real-time odds aggregation from 50+ bookmakers, enabling precise market movement analysis and value identification
- Sportradar - Advanced player tracking data and real-time statistics, providing granular performance metrics and team dynamics
- Weather.gov API - Detailed weather forecasts and historical weather patterns, crucial for understanding environmental impact on game outcomes
Data Integration Process
- Real-time data streams processed through our proprietary ML pipeline
- Historical data correlation with current conditions
- Continuous model refinement through outcome validation
- Multi-factor analysis combining odds, weather, and performance data
API Integration
Sports Data APIs
- NFL Official Statistics
- Historical Game Data
- Player Performance Metrics
- Team Statistics
- Weather Data
- Betting Odds Aggregators
AI & Machine Learning
- Custom prediction models
- Pattern recognition
- Trend analysis
- Real-time data processing
- Natural Language Processing for news and social media
Historical Data Points
- 50+ years of NFL game data
- Player statistics since 1960
- Weather patterns affecting games
- Team performance metrics
- Coaching statistics
- Draft history
- Injury reports
- Stadium conditions
- Referee tendencies
Technology Stack
- Cloud-based infrastructure
- Real-time data processing
- Machine learning models
- Advanced analytics engine
- Mobile-first architecture
- Scalable backend systems