Design a domain-aware feature engineering plan with concrete Python transformations to maximize model signal without leakage.
## CONTEXT Feature engineering still separates good models from great ones in 2026, even as gradient-boosting and deep tabular models grow more capable. The right derived features inject domain knowledge that raw columns cannot express, while sloppy engineering quietly leaks the target or inflates validation scores. A…
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