Hotel Reservation Prediction System

An end-to-end ML pipeline that predicts hotel reservation cancellations. Built with Flask for deployment, with emphasis on data preprocessing, model selection, and presenting insights clearly.

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Hotel Reservation Prediction System — dashboard view.

From notebook to endpoint

• Exploratory analysis to understand booking behavior
• Preprocessing pipeline frozen and shipped with the model
• Flask API exposing a clear predict contract
• Insight presentation aimed at non-technical stakeholders