At American Express, I architected a US business revenue prediction model that scored about 170 million businesses monthly and generated approximately $11.9 million in gross contribution. Feature engineering and production improvements also drove more than $7.5 million in incremental revenue.
I built FALCON, American Express’s one-click automated model retraining platform, for response, spend, and risk models. It automated model workflows, reduced deployment timelines by about 70%, and drove approximately $30 million in incremental revenue.
