Problem
Estimate championship probabilities while preventing leakage in sports modeling.
Solution
Designed a match-level probability model plus seasonal Monte Carlo simulation with temporal validation and anti-leakage guards.
Technologies
PythonFastAPIML PipelineMonte CarloTesting