Used Meta’s open-source Prophet model to forecast 12 months of gift card sales across 4 currencies. Beat traditional statistical baselines (ARIMA, exponential smoothing, etc.) by 14 %, giving Finance much clearer visibility into seasonal peaks and making marketing spend more effective.

Full Python notebook with clean interactive plots and holiday handling.