Skip to content

PengJuan-AI/Visualization_Platform

Repository files navigation

Visualization_Platform 🖥️

Description ✏️

Our Visualization Platform seamlessly integrates with your bank's data infrastructure, transforming raw financial data into interactive visualizations that offer insights at a glance. Designed to cater to the unique needs of senior managers in daily work, the platform provides an intuitive interface that doesn't require advanced technical skills, making it accessible to all stakeholders.

Goal🚀

The goal of this visualization platform is to help bank senior managers to understand banks' daily financial and business work, make strategies based on data or adjust banks' critical indicators.

Features:

  1. Interactive dashboard: the website includes four pages--Overview, Finance, Business, and Prediction--in which users can interact with this interface. Basic operations include selection, entering expected number, and filtering.
  2. Predictive modeling: Users can adjust future loan issuance based on occurred business numbers, and review future loan issuance predictions based on certain patterns.
  3. Risk Management: based on loan completion in the previous months and loan issuing rates, the platform will suggest the possibility(high, medium, low) of failing the loan issuing goal of this year.

Video Demo

Click the picture to watch the video demo:

Limitations:

  1. Only web page.
  2. Not real-time.
  3. Local database (not flexible)

Tools & Language:

  • Back-end: Pycharm, Python, Flask
  • Website: HTML, Javascript
  • Database: MySQL

Support

If you have any questions on any issues, please contact jp584@duke.edu.