📈 Invezo - AI Powered Stock Market Agent

🚀 Overview

The Stock Market Prediction WebApp is a machine learning-powered web application that helps users predict future stock prices. It provides an interactive platform for investors to analyze trends and strategize their investments effectively.

🎯 Features

• 📊 Stock Price Prediction: Uses ML models to forecast future stock prices.
• 📈 Data Visualization: Interactive charts and graphs for trend analysis.
• 🛠 User-Friendly Interface: Web-based UI for seamless user experience.
• 📡 Real-Time Data Fetching: Integrates live market data for accurate predictions.

🏗️ Tech Stack

• Machine Learning: Scikit-Learn, TensorFlow
• Backend: Python, API,Typescript
• Frontend: React.js/HTML/CSS
• Database: postgrace Supabase
• Hosting: planning to deploy on vercel after fixing some bugs

🔍 Machine Learning Model

• Model Used: LSTM
• Training Data: Stock market historical data
• Libraries Used: Pandas, NumPy, Matplotlib, Scikit-Learn, TensorFlow/Keras

🚀 Installation & Setup

1. Clone the repository:

   git clone https://github.com/your-username/repository-name.git
   cd repository-name

2. Install dependencies:

   pip install -r requirements.txt

3. Run the application:

   python app.py

4. Open in browser:

   http://localhost:5000
   

📜 License

This project is licensed under the MIT License.

🤝 Contributing

Feel free to submit a pull request or open an issue!

📬 Contact

For any inquiries, reach out at richangchaudhary@gmail.com