Django data-cleaning API — fictional local demo

Personal educational demo, not paid client work. Local Django data-cleaning API demo with fictional inputs; no production deployment or client-data processing. Editable/source materials and limitations are described in the original study. No client experience or commercial results are claimed. Python/Django source, fictional fixtures and tests are retained; no production deployment or client data.