Systematic Macro & Cross-Asset AI Strategies: From FX & Rates to Commodities: AI-Driven Signals, Cross-Asset Models, and Global Macro Trading Systems for Professional Quants - Softcover

Preston, James

Softcover

ISBN 13: 9798265992772

Publisher: Independently published, 2025

Synopsis

Reactive Publishing

Global markets are connected, and the best opportunities are hidden in the cracks between them. Systematic Macro & Cross-Asset AI Strategies is your complete playbook for designing robust, adaptive strategies that trade currencies, interest rates, and commodities with confidence.

This book bridges AI, data science, and macro trading, showing you how to engineer models that thrive in complex, interconnected markets. Learn to detect global regime shifts, model cross-asset relationships, and deploy systematic strategies that capture alpha across the macro landscape.

Inside, you’ll master:

• AI-Driven Macro Signals, Extract predictive features from macroeconomic data, yield curves, and geopolitical events.

• Cross-Asset Models, Build correlations and co-integration strategies that link FX, rates, and commodities.

• Systematic Global Macro Frameworks, Design event-driven, seasonal, and factor-based systems with automated execution.

• Volatility and Risk Modeling, Hedge cross-asset exposures with regime-aware position sizing.

• Python Implementation, End-to-end code for backtesting, portfolio construction, and live signal generation.

Whether you are a quant researcher, portfolio manager, or independent macro trader, this guide will help you create scalable, data-driven strategies that uncover hidden opportunities across asset classes—transforming global complexity into systematic profit.

Edition details

• Publisher: Independently published
• Publication date: 2025
• Language: English
• ISBN 13: 9798265992772
• Binding: Paperback
• Number of pages: 636
• Editor: Munrow Danny