FinOptiX 📈

FinOptiX is a state-of-the-art financial analytics platform specifically designed to empower small to medium-sized enterprises (SMEs) with advanced financial decision-making tools. Using machine learning techniques, FinOptiX delivers predictive insights and prescriptive recommendations, enabling businesses to navigate financial complexities with precision and insight.

Features ✨

• Predictive Financial Analytics: Leverages deep learning and statistical models to forecast future financial trends and conditions.
• Prescriptive Insights: Provides data-driven strategies and actions to improve financial outcomes and operational efficiency.
• Interactive Dashboards: Features dynamic and intuitive dashboards that present financial data and analytics in real-time.
• Custom Scenario Planning: Allows users to simulate different financial scenarios to predict outcomes and plan accordingly.

Project Structure 📁

• /client: Contains all the front-end code built with React, responsible for rendering interactive UI components and visualizations.
• /: The root directory contains the back-end code, utilizing Node.js with Express to handle API requests, data processing, and integration with Python machine learning models.

Technologies 💻

• Backend: Node.js with Express for handling API services, situated in the root directory.
• Frontend: React, located in the client folder, to create a responsive and interactive user interface.
• Machine Learning: Python, used to build and run sophisticated financial models.

Getting Started 🚀

These instructions will guide you through setting up the project on your local machine for development and testing purposes.

Prerequisites

Before you begin, ensure you have the following software installed:

• Node.js
• npm (comes with Node.js)
• Python 3
• React.js

Installation

Follow these steps to get your development environment running:

1. Clone the repository:

git clone https://github.com/yourusername/FinOptiX.git
cd FinOptiX

Install backend dependencies:

Copy code
npm install

Navigate to the client directory and install frontend dependencies:

cd client
npm install
cd ..

Install Python dependencies:

pip install -r requirements.txt
Running the Application
To run both frontend and backend servers simultaneously:

Start the backend server from the root directory:

node server.mjs

In another terminal, navigate to the client directory and start the React application:

cd client
npm start

Both services will run concurrently, with the frontend accessible through http://localhost:3000 and the backend handling API requests(http://localhost:5001).

Contributing 🤝 We encourage contributions from the community. Here are our main contributors:

Medhani Kalal Kashish Tandon Kunal Singh Siddhartha Reddy Pullanmagari Omair Syed Venkat Sai Manikanta Grandhe

Project Link: https://github.com/siddu1324/finoptixx