Loan Sanctioning Frontend

About

This repository serves as a frontend for loan sanctioning applcation which is a fullstack loan prediction ML project. You can find the backend https://github.com/Frdhsn/loan-sanctioning-system

Getting Started

To get the React server running locally:

• Clone this repo
• npm install to install all required dependencies
• Start the backend server
• npm start to start the local react server

Description

LoanSanction is mainly a ML based loan prediction web app, where a bank customer can become an user by signing up and apply for loan. There are two user modes: customer and employee. Employees of the bank can login to the system and see the loan applications made by customers. An employee can view all the details of that loan application and predict the loan. The loan prediction model is initial done with python, then saved the model in .js. After that we've used @tensorflow/tfjs npm package to reload the ML model into our node.js. After prediction the employee can either apporve or decline the loan. The customer is sent an email to notify about the verdict.

Tools and Technologies

• react - As a javascript library for creating user interfaces
• axios - As a http client