Case study

Food Delivery Time Prediction

ETAs that customers actually trust.

RegressionFeature Engineering

−27%

RMSE

Problem

Inaccurate delivery ETAs hurt customer experience and platform retention.

Solution

Regression model using traffic, weather, distance, and rider signals.

Impact

Materially more accurate ETAs versus baseline heuristics.

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