FareSpot

FareSpot predicts ride fares using a machine learning pipeline wrapped in Django. The model handles real-world datasets with heavy preprocessing and feature engineering before serving predictions through a single API endpoint.

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FareSpot — fare prediction interface.

Pipeline highlights

• Large, real-world datasets with messy inputs
• Advanced preprocessing and feature engineering
• Model served behind a single, well-defined predict route
• Django deployment so the model is usable from a browser