[MEDIUM] Build XGBoost Regressor with Feature Importance Visualization

[ssndb134]

Description:
Train an XGBoost regressor using engineered features.

Acceptance Criteria:

• Save model → models/xgb.json.
• Save feature importance plot → plots/feature_importance.png.
• Handle categorical encodings where necessary.