A structured trading curriculum built around the QMS framework — from foundational vocabulary through execution models, multi-timeframe analysis, risk management, and trading psychology.
Work through each level in order. Use the dictionary as a companion reference while you study modules and mark charts.
The vocabulary, chart reading habits, and mental models you need before working with market structure. Covers candlestick anatomy, timeframes, order types, chart platform setup, and how to think about price action without jumping to patterns.
The full seven-module QMS course. Learn to measure expansion, identify structural failure, read acceptance and rejection, and execute with four distinct trade models — ECM, ARM, EFM, and FRM.
The next layer of QT Trading Lab material — deeper structural reads, advanced confluence, and refined execution. Currently in development.
Coming soonA standalone reference for every key term used across the QMS course — structure levels, market states, execution models, indicators, and risk concepts. Keep it open while you study.
Seven modules that build on each other. Each includes lessons, quizzes, and chart drills.
QMS levels (0, 100, 120), expansion, failure, rejection, acceptance, and transition — the structural language for everything that follows.
RSI confirmation, MACD divergence, Bollinger expansion, VWAP, and Volume Profile — used to support structure, never as standalone signals.
Top-down workflow: reading the bias timeframe for direction, then dropping to the entry timeframe for precision.
The four QMS trade models — Expansion Continuation, Acceptance Retest, Expansion Failure, and Failure Reclaim — with entry logic for each.
How to test each model against historical data, log results, and build a statistical edge before risking capital.
Expectancy, R multiples, drawdown limits, and position sizing — the math that keeps you in the game.
Post-loss protocols, revenge trade prevention, and the habits that separate a system from a gamble.
The QMS framework applies to any liquid, chart-based market. Course examples span the instruments below, and the structural logic transfers wherever price is measured.
I've been actively studying and trading financial markets for more than eight years. During that time, I've explored countless trading methodologies, indicators, courses, and market theories.
One challenge I continually encountered was the lack of consistency in how market structure was defined and taught. Many trading concepts appeared highly subjective — two traders could look at the same chart and arrive at completely different conclusions. Strategies often worked in some conditions but failed in others, leaving traders searching for the next indicator, the next mentor, or the next system.
Over time, I began focusing less on predicting what the market might do and more on measuring what the market had actually done. That pursuit eventually led to the development of the Quantitative Market Structure (QMS) Framework.
Rather than relying on opinions, QMS uses objective price measurements to identify market direction, structural continuation, and potential shifts in market behavior. The framework is designed to provide traders with a consistent method for analyzing markets across multiple asset classes and timeframes.
QT Trading Lab was created to share that framework and help traders build a deeper understanding of market structure, risk management, and execution. My goal is not to tell traders what to think. My goal is to provide a structured process that allows them to make better decisions for themselves.
This course is not about finding a magic indicator or secret strategy. It is about developing a deeper understanding of how markets move and creating a framework you can trust under real trading conditions.