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west-end-financial

Credit Crunch

by West End Financial

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Credit Crunch is a credit risk analysis web application built by the team at West End Financial.

The app utilizes various methods analysis, involves 2 key determination methods. One being a pre-developed neural network model that is utilized when the top 10 requested input fields are submitted and the other being a dynamic nerual network model that builds itself from a set of fields designated by the user.

Here's why Credit Crunch by West End Financial is important:

  • It can lower your risk of financial credit lines given to your customers
  • It can pre-approve your customers for a credit line
  • It can enable cross-selling of other financial products such as savings and checking accounts
  • It can reduce overhead and responsabilities of your Credit Loan Officers

Development:

Development of this application relies on VS Code's Remote Containers.

Ensure the following tools are installed on your local machine:

  • VS Code
    • Remote Development (VS Code Extension)
    • Docker (VS Code Extension)
  • Docker Engine

To start Developing:

  1. Clone the repository to your machine.
#!/bin/bash
git clone https://github.com/armckinney/west-end-financial.git
  1. Open the repository in VS Code:
#!/bin/bash
code ./west-end-financial
  1. Open the project within the development container:
    • Open the VS Code command palette:ctrl+shift+p
    • Execute the command: Remote Development: Reopen in Container

After the dev container builds, you should be set up with the proper dev environment and ready to get started!

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Credit Approval Web Application with Integrated Neural Net

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