Haehnchen/crypto-trading-bot
Crypto Trading Bot
This project is an automated cryptocurrency trading platform and server-side framework designed for executing trades and managing digital asset portfolios. It provides a unified environment for running algorithmic strategies across multiple exchanges, allowing for the automated placement of buy and sell orders without manual intervention.
The system distinguishes itself through a modular plugin architecture that separates trading logic from core execution, enabling users to customize or swap algorithms as needed. It utilizes an event-driven execution loop that processes real-time market data streams, supported by a web-based dashboard that provides secure, authenticated access to configuration settings and live monitoring of market activity.
The platform includes comprehensive tools for market data analysis, including local relational storage for historical price data and trade logs to facilitate strategy backtesting. It also features integrated notification systems to alert users of trade execution events and significant market changes, ensuring continuous oversight of portfolio performance and system status.
Features
- Cryptocurrency Trading Platforms - Executes automated buy and sell orders across multiple cryptocurrency exchanges to manage digital asset portfolios.
- Algorithmic Trading Strategies - Supports the implementation and execution of custom rule-based algorithmic trading strategies to automate portfolio management.
- Automated Trading Execution - Automates the placement of buy and sell orders on cryptocurrency exchanges to manage portfolios without manual intervention.
- Event-Driven Trading Engines - Executes quantitative trading strategies by reacting to real-time market data events through an asynchronous loop.
- Exchange Adapters - Provides standardized interface layers to normalize disparate exchange APIs into a unified set of commands for order execution.
- Trading Exchange Connectors - Provides standardized integration layers to connect and execute trades across multiple cryptocurrency exchange APIs.
- Node.js Server Frameworks - Provides a server-side Node.js environment for building and running automated market analysis and order execution logic.
- Financial Portfolio Management Systems - Tracks and manages digital asset portfolios through programmed logic without requiring manual intervention.
- Multi-Account Portfolio Management - Consolidates account management and order execution across multiple cryptocurrency platforms into a single system.
- Trading Dashboards - Offers a browser-based interface for monitoring market activity and configuring automated trading settings.
- Market Data Recorders - Captures and stores real-time market data feeds into a local database for historical analysis and strategy backtesting.
- Relational Local Storage - Stores historical market data and trade logs in a local relational database to facilitate offline analysis and backtesting.
- Trading Strategy Backtesting - Simulates algorithmic trading logic against historical market data to evaluate strategy performance before deployment.
- Modular Plugin Architectures - Implements a modular plugin architecture that separates trading logic from core execution for easy customization.
- Market Insight Monitors - Provides dashboards for tracking live ticker data, candle charts, and signal status in real time.
- Real-Time Web Architectures - Maintains persistent WebSocket connections to exchange servers for real-time price updates and order book streaming.
