My Cryptocurrency Trading Algorithm Project

Explore the culmination of my passion for data analytics, financial markets, and software development with my custom-designed cryptocurrency trading algorithm. Developed independently over five years, this project combines cutting-edge technology and innovative strategies to analyze market trends and provide actionable insights.

Key Features of the Algorithm

• Market Data Analysis: Utilizes advanced statistical methods, including linear and quantile regression, to identify market trends and patterns.
• Automated Insights: Provides real-time updates and metrics via Telegram for seamless communication.
• API Integration:
  • Connected to Binance for perpetual futures data.
  • Integrated with the Freqtrade trading bot REST API to automate trading signals.
• 24/7 Operation: Deployed on a VPS to ensure uninterrupted performance.

What You’ll Find on GitHub

While the complete algorithm is proprietary, I’ve shared a showcase version on GitHub to highlight key components, such as:

• Code for fetching and preprocessing cryptocurrency market data.
• Examples of data visualization and trend analysis.
• High-level documentation of the system workflow and integration.

Explore the Project

Take a closer look at the technical foundation of my work by visiting the GitHub repository:
View the GitHub Project

Python Code

For collaboration opportunities or to learn more about the full capabilities of this algorithm, feel free to get in touch!