Volatility Trading Systems with Python: From Vol Surfaces to Gamma Scalping Engines and Dynamic Hedging Automation: Real-Time Volatility Engines, Hedg

By James Preston and Vincent Bisette

Reactive Publishing

Volatility is no longer a side-note in quant trading. It is the engine. Volatility Trading Systems with Python takes you inside the architecture of real, deployable vol-driven strategies, from building arbitrage-free surfaces to constructing gamma-scalping engines, dynamic hedging models, and automated risk responses. This is a hands-on, Python-first guide designed for traders, quants, and system designers who want to master the mechanics of volatility as a tradeable asset.

Inside, you'll build full pipelines: implied vol surface construction, intraday vol metrics, vega-neutral and gamma-positive systems, automated hedge adjusters, microstructure-aware risk triggers, and real-market backtests. Every chapter focuses on production-ready frameworks that translate directly into deployable edge, giving you a complete view of volatility as both a model and a profit-center.

If you trade options, run quant strategies, or design automated systems, this book becomes a cornerstone - the bridge between volatility theory and live execution.

• Format: Paperback
• Language: English
• ISBN: B0G3GX661F
• ISBN13: 9798275541588
• Release Date: November 2025
• Publisher: Independently Published
• Length: 436 Pages
• Weight: 1.28 lbs.
• Dimensions: 0.9" x 6.0" x 9.0"