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A modular, multi-tier time series forecasting pipeline for Indian Headline CPI inflation. Implements everything from classical Statistical models (ARIMA, SARIMAX) to Machine Learning (XGBoost, SVR) and Deep Learning (CNN-LSTM), culminating in a high-accuracy Stacking Ensemble.