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ES Put Ratio Spread Trading Bot: Complete Strategy Breakdown, Pseudocode Walkthrough, and How to Build It on a Professional Trading Bot Framework
Deep-dive into an automated trading bot that combines an ES futures put ratio spread with long VIX calls, dynamic delta hedging, Black-76 options pricing, and multi-layer risk management. Full pseudocode included — plus how to deploy it on a production-grade algorithmic trading framework.
Bryan Downing
Jul 2021 min read


Transforming Market Data into AI driven Gold Trading Platform
On May 10th, Brian unveiled a fascinating, fully AI-driven process(e.g. for a potential gold trading platform) that takes raw market data, transforms it into insightful reports, synthesizes these into actionable strategies, and even generates the code for a live trading dashboard.
Bryan Downing
May 11, 202515 min read
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