portal-synthetic-data

Generate reproducible synthetic financial silos (creditos, liquidez, derivados) with Polars + Faker, injected anomalies, catalog and user seeds. Use when writing ml/data/generators.py, the make data target, cryptic heterogeneous schemas, anomaly injection, or seed data for catalog and app_user.