Perform thorough Exploratory Data Analysis (EDA) and identify key variables, patterns, and anomalies.

Engineer and select features for optimal model performance, leveraging domain understanding.

Implement both classical ML methods (regression, clustering, time-series forecasting) and advanced algorithms (XGBoost, LightGBM).