Machine Learning/AI
Our Machine Learning and AI consulting combines innovative modeling techniques with the latest hardware and cloud capabilities.
Infrastructure & network design for machine learning, model training, and seamless cloud integration.
Leveraging the cloud for scalable machine learning solutions
Innovative modeling strategies at each stage of strategy discovery and development
Training developers in data labeling for converting market phenomenon into code
Matching the correct machine learning model to market goals, mandates, and risk parameters
Differentiating between correlation and causation modeling approaches
Data importation, integration, cleaning, and corpus building
Leveraging cloud resources and deep learning
Proprietary Modeling & Training
Discover our customized approach to machine learning, which matches different models to each stage of the strategy discovery, development, and optimization.
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 about financial data acquisition, cleaning, and labeling. We have extensive experience working with developers turning market concepts, patterns and relationships into code and dashboard presets which allow for 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 testing you are in.
Your goals, needs, approach, and progress will drive our consulting. Our high-level advising can save you a great deal of both money and time. 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 tweak it to be your own or optimize it 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? Its innovative fundamental market theory that will 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.
Fin Out More
Call us today to see how you can get on the fast track with the latest machine learning and modeling for your strategies. Whether you are at the first stage of strategy discovery or simply want your transactions validated in a machine learning format, we can take you to the next step most efficiently. Email us at: ML@consultrgs.net or call us at the number below to get started.
