We wanted to provide a way for businesses to determine where to invest resources, place new locations, and find new customers.
What it does
We used Capital One's banking API and the Google Geolocation API to predict new locations for banks and ATMs based on existing customer, bank, and ATM data. We also built a custom, interactive data visualization software so companies could learn more about their customers.
How I built it
We built this project using JQuery in the front-end and Flask for the back-end. Data was analyzed in Python and visualized in the browser using d3.js. Machine learning was done using TensorFlow.