MACD-Based Strategy inspired by Saud and Shakya

This strategy uses the classic MACD crossover approach to generate buy and sell signals:

- Buy Signal: Triggered when the MACD Line crosses above the Signal Line, indicating bullish momentum.
- Sell Signal: Triggered when the MACD Line crosses below the Signal Line, signaling bearish momentum.

The strategy is based on research by Arjun Singh Saud and Subarna Shakya (2024), which highlights the MACD's effectiveness in predicting trading signals. Their work explores enhancing classical MACD signals using machine learning models to reduce false signals and improve decision-making accuracy. While this implementation focuses on the traditional crossover logic, it serves as a solid foundation for both beginners and experienced traders.

I will enhance the strategy in the future, adding a Stop-Loss management as well as the possibility to take Short positions as their is some potential in it.

This Strategy is the first of a series of strategies I want to publish based on research papers, so if you are interested in seeing more scientificaly researched strategies being brought into day light give me a follow.