AI-Enabled FinTech B2B Invoice Management Application

Problem Statement

The buyer business needs to clear its amount due before the due date. However, in real-world scenarios , the invoices are not always cleared ie. paid in full amount by the due date. The date on which a customer clears the payment for an invoice is called the payment date.

What is available?

A dataset over 5 millions rows of data having information about invoices such as business_code, currency, different dates like invoice create date, due date, ID, and name of the company.

https://drive.google.com/file/d/1sLTBzz7MoEKpOwfL7lYOjp5jSd1omuAB/view?usp=sharing

Goal

1. To build a Machine Learning Model to predict the payment date of an invoice when it gets created in the system.

2. To build a full-stack Invoice Management Application consisting of a receivables dashboard capable of visualizing data and perform add, edit, delete and search operations on the invoices.