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Causal inference toolkit in Python: DiD, Synthetic Control and BSTS with ground-truth validation and placebo tests; reports 69% cross-method disagreement rather than hiding it; FastAPI service, Streamlit demo, Docker + GitHub Actions CI at >=90% coverage, pytest suite.
Difference-in-differences study of mega-event host-city economic effects — a robust-looking +2.9% employment bump shown to be seasonal confounding. Synthetic validation + real BLS data, Python.