Empower Your Trading with Advanced Machine Learning
Our Machine Learning and AI consulting combines innovative modeling techniques with the latest hardware, stack, and cloud capabilities.
Robust infrastructure & network design for machine learning, model training, and seamless cloud integration.
Leveraging the cloud for infinite scalability; only for what you use when you use it.
Proprietary ML market strategy discovery driven by client market goals and mandates.
Training developers in data labeling for converting market phenomenon into code.
Correlative and causative modeling approaches.
Data importation, integration, cleaning, and corpus building.
Proprietary Modeling & Training
Discover our customized approach to machine learning, which matches different model types to the stage of the strategy discovery, development, and optimization they work best on. In this way, models are best driven by client market goals and mandates such as return, risk, and market exposure.
If you want to compete with machine learning leaders like Citadel and Bridgewater, you must be willing to write you own code, instead of simply importing SciKit-learn or Pandas. Don't worry- we have everything you need to get your developers headed in the right direction.
"In our fundamental equities business, machine learning is not as helpful as you would want because the underlying systems are not stationary... there has been a moment in time where being a really good statistician or really understanding machine-learning models was sufficient to make money. That won’t be the case for much longer.”
Ken Griffin of Citadel, visit to MIT May 10, 2023
Data Labeling
The fundamental building block of machine learning is cleaning, importing, and classifying data. As my 5th grade teacher used to say about calculators, "Garbage in, garbage out."
RGS provides extensive guidance on financial data acquisition, cleaning, and labeling. Our extensive experience working with developers turning market concepts, patterns and relationships into code and dashboard presets expedite faster and more efficient modeling.
Supervised and Unsupervised Approaches
Our unique Machine Learning Solutions utilize both supervised and unsupervised learning models, depending on which stage of strategy discovery, development, or optimizing you are in. We'll make sure you start right and tie it all together most efficiently.
Also, consider starting with one of our pre-assembled market strategies, and then optimize it to be your own with further modeling.
What Are Your Looking For?
Do you believe the markets are random and your computers are looking for conditions that correlate to profitable market moves? Or do you believe market moves are caused by similar mass actions of investors that you can reverse engineer? Innovative fundamental market theory should drive your machine learning models.
Gone is the myth that we can feed AI the data and out will pop a profitable trading strategy which meets our investment goals and risk parameters. If you don't know what you are looking for, you will find it every time. And its expensive.
Our consulting cuts through the red tape and misnomers of AI to develop your market strategies in the fastest, most efficient ways while staying true to investor mandates and risk parameters.
Find Out More
Call us today to get on the fast track with the latest machine learning models, and begin modeling your own market strategies. From initial strategy discovery to advanced model validation, our experts can help you unlock the full potential of machine learning for greater confidence and profits. Email us at: [email protected] or call us at the number below to get started.
