akshat jain

From 1.4M NYC Taxi Trips to Production ML: Feature Engineering Improved Predictions by 34.6%

How thoughtful feature engineering and SHAP explainability turned raw taxi data into a deployed prediction model. The Problem Nobody Thinks About Every time you request a ride in New York City, an alg