Taxi Trip Route Prediction

A taxi route destination prediction model that created an end-to-end ML pipeline, engineered time/trajectory features, and trained a Random Forest regressor on the Porto taxi dataset.

Credit Card Fraud Detection

A Credit Card Fraud Detection pipeline that preprocessed 284K PCA-based transactions and trained a Linear SVM to reach 89% recall in predicting fraudulent payments.

IBM HR Attrition Analysis

An IBM HR Attrition analysis on 1K+ employees that used correlation + bi-variate visualizations to surface key drivers and identify shared attributes among attrited employees.