A QUICK PRESENTATION
Quantreo is a platform dedicated to quantitative trading, where the focus is on best practices in Machine Learning for trading and scientific backtesting.
Beyond educational content and actionable strategies, Quantreo also provides its own Python library to accelerate your workflow and help you build more robust trading systems.
👉 Explore the Python library here: https://docs.quantreo.com
📚 Explore the quant trading course here: https://www.quantreo.com
ABOUT THE FOUNDER
Lucas is an independent quantitative trader with over 8 years of experience in algorithmic trading.
He’s an expert in applying Machine Learning to financial markets and developing robust, scientific backtesting processes.
So far, Lucas has helped more than 66,310 traders enhance their skills through his courses, mentorship, and published work.
Today, some funds and institutions seek his expertise to master exactly what you’re about to discover:
How to leverage Machine Learning to improve trading performance
How to design reliable, mistake-proof backtesting frameworks
His mission?
To build a community of traders who are ready to:
Elevate their algorithmic trading to the next level
Or start strong with a direct, no-fluff learning approach
The real question now is:
Are you ready to join the journey?
OUR CURRENT QUANT TRADING RESEARCH
Feature Selection on Noisy Data
Selecting features for a Machine Learning model is straightforward using standard methods—until you introduce market noise. We focus on developing advanced techniques to select the right variables even in highly noisy environments.
Feature Computation Speed
Boosting computation speed is key, especially in live trading where every millisecond counts. We work on optimizing feature pipelines to reduce latency and increase execution efficiency.
Features & Target Engineering
In trading, most market participants use the same raw data (prices, economic indicators, news…). The edge lies in transforming that data into powerful, meaningful signals. Our research focuses on designing features and targets that unlock real predictive power.
OUR SERVICES
Alpha Quant Program
Whether you're looking to shift careers, improve your skills in machine learning for trading, or build solid backtesting methods — the Alpha Quant Program helps you reach your goals. It’s also designed for those who want to generate passive income or pass prop firm evaluations using algorithmic strategies.
Learn Quant Trading
Step-by-step training to master algorithmic trading, even if you’re starting from scratch. Learn to apply ML and statistical methods to the markets with a focus on real-world implementation.
Freelance Missions
Are you a retail trader with no coding background or limited time who wants to automate your trading strategy?
Are you an institution seeking to outsource specific quant research or development tasks?
We offer custom freelance services tailored to your needs, from strategy automation to advanced model development.
