vous1421 / fintech--assignment

Fintech--Assignment

FiQuantum

FiQuantum is a quantum computing-based financial analysis platform designed to optimize portfolios and model financial risks using advanced quantum algorithms.

Features

• Quantum Portfolio Optimization: Leverages quantum algorithms to find optimized asset allocations.
• Quantum Risk Modeling: Utilizes quantum computing power to build sophisticated risk models.

Technology Stack

• Frontend: React
• Backend: Flask
• Quantum Computing: Qiskit

Setup

Frontend

1. Navigate to the fiquantum-frontend directory.

   cd fiquantum-frontend

2. Install dependencies:

   npm install

3. Start the frontend server:

   npm start

Backend

1. Navigate to the fiquantum-backend directory.

   cd fiquantum-backend

2. Create and activate virtual environment:

   conda create -n fiquantum-env python=3.9
   conda activate fiquantum-env

3. Install dependencies:

   pip install flask
   pip install qiskit==0.39.0

4. Start the backend server:

   python app.py

Usage

1. Open the frontend application in your browser.
2. Input data for portfolio optimization. Example input:

      [
     ["IIIZ", -1],
     ["IIZI", 1],
     ["IZII", 1],
     ["ZIII", -1],
     ["XXII", 0.5],
     ["YYII", 0.5],
     ["ZZII", 0.5]
   ]

3. Submit to see the optimized result.