We provided UX and QA support to the investment banking division, as well as implemented support for machine-learning. We optimized the CI/CD tooling and designed a GraphQL API to stream data to the React + Apollo powered front end. The data powered a set of D3 graphs contained in the user’s account dashboard which provided insights about key data points describing cash flow across accounts. This created a unified view of the treasury teams’ accounts that allowed their teams to drill down on data visualizations at the account level. This gave them the ability to track machine learning based insights.