Crypto Real Time Trading System

Overview

• Leveraged Transformer AI Model, Alpaca API for optimized trade execution and enhanced decision making
• Effectively extracted and processed live market data, enabling prompt decision-making and executing orders with high accuracy and efficiency

Tools

Python, Tensorflow, Alpaca API, asyncio,

Structure

• main.py: Trigger streaming, plotting, loading data
• market_minute.py: Extract data in minute timeframe and save them under the price_bar_minute folder
• streaming_trade.py: Extract trade, quotes data in real-time manner and save them under the logging folder
• live_plot.py: Plot the trade data in live
• transformer_model.py: Layers of the BERT + Time embeddings model
• btc_order.py: Submit order based on predicted price by transformer
• model folder: The final model is under this folder
• requirements.txt: Required packages is listed in this file
• config.ini: Configuration info is listed in this file