Images
Automated Live System for MLS Soccer Analytics
This section showcases a fully automated algorithmic data pipeline for MLS (Major League Soccer), operating live in real-time to track bankroll development, performance metrics, and historical profit curves continuously.
Mathematical Framework
- • Kalman Filtering: Tracks performance and home advantage.
- • Bayesian Shrinkage: Secures long-term stability.
- • Dynamic Noise: Filters randomness via market odds.
- • Joseph's Covariance: Ensures numerical stability.
- • Multi-Variable: Weights goals, xG, and shots on target.
Automated Stock Trading System
This section showcases my fully automated algorithmic stock trading pipeline, operating live in real-time to track portfolio development, asset allocations, and historical profit curves continuously.
Mathematical Framework
- • Multi-Variable: Evaluates composite market signals.
- • Probability Modeling: Calculates price deviation probabilities.
- • Z-Score Evaluation: Measures fair value vs. market price.
- • Kelly Sizing: Optimizes position sizing based on edge.
- • Risk Controls: Enforces strict portfolio limits and safety caps.
Videos
High-Precision Temperature Sensing: Implementing a Kalman Filter in KiCad
Nuclear Power Safety - The Main Steam Line Break Accident
Additional Video Content
Highfrequency Filter Design
Audio
The AI Safety Index
Ref. Max Tegmark
Predicting Football
Ref. Analysis Team