Independent research
NFL Statistical Research System
A Python-based football analytics project focused on data processing, model evaluation, integrity checks, and repeatable experiments.
The problem
Statistical experiments are only useful when the inputs, evaluation process, and limitations can be examined.
My contribution
I built an independent research workflow around processing football data, evaluating models, and checking the integrity of experiments before interpreting results.
Project status & scope
Independent research project. Predictive performance and profitability have not been established. This portfolio highlights engineering and research discipline.
What the work includes
- Data processing and validation
- Model evaluation and experimental workflows
- Integrity checks and temporal-data tests
- Automated tests and reproducible research
PythonDuckDBscikit-learnpytest