American Express Data Science Track
Designed and implemented an end to end Click-Through Rate (CTR) Amex prediction model from scratch. Processed over 7M+ user interaction records, and extracted patterns to enhance ad targeting strategies. Achieved 12% lift in MAP by training 300 parameters on XGBoost model using hyperparameter tuning.