feat: Add V4.0 Ultimate System - data collectors, 600+ features, calibration, API

feat: Add 1002 real data features - no dummy values

fix: Add create_advanced_features alias for backward compatibility

feat: Complete blueprint implementation with 66+ modules

Upload src/features/engineering/advanced_features.py with huggingface_hub

Deploy advanced models with XGBoost/LightGBM

V3.0 Ultimate Enhancement - Complete production system