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  1. hotel-reservation-prediction hotel-reservation-prediction Public

    Ensemble machine learning model for predicting hotel reservation cancellations to protect revenue and optimize operations. Achieved 88.2% accuracy while addressing $670K annual revenue loss from ca…

    Jupyter Notebook

  2. energy-demand-forecasting-lstm energy-demand-forecasting-lstm Public

    LSTM-based hourly electricity demand forecasting model with 3.95% MAPE, using PGCB data to enable proactive grid management.

    Jupyter Notebook