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From 2,000+ Strategies to One Robust System

A Data-Driven Journey into Trading System Design - First Overview of A Quantitative Study of 30,000 Strategy Variations

What happens when you test over 2,000 strategy variations across 200+ U.S. equities using a custom-built research platform? 

You uncover real statistical patterns that most traders miss. 

 

In this post, I walk through my process of evaluating retail trading logic at scale—breaking down how raw strategy data evolved into a rule-based, automation-ready trading system.

 

If you’re tired of guesswork and ready to explore clear, testable logic, repeatable edge, and visual proof, this post is for you.

Last update: 06/06/2025

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