Marcus Lion AI/ML
AI/ML Operations Platform
- We aggregate real-time and static data feeds.
- We are concentrated, but not limited to, financial data and services
- Our feeds are "described" in a data dictionary, to assist you with merging, filtering, grouping and sorting, across different data providers.
- We provide a development library to consume data and publish models and indicators, in Python and R-lang (and other languages)
- We provide model back-testing, live-testing and stress-testing, deployed in the cloud.
- We provide a repository for all test runs, and test results
- We provide Certified model performance reports
- and, we help avoid the "curse of dimensionality" and "model over-fitting"
- We will also provide connectivity to liquidity venues
More about us
We are Quants, Data-Scientists and Technologists, with over 200 years of combined experience in financial markets and technology.
Previews
Services
AI/ML Consultancy Service
At Marcus Lion, we pride ourselves on delivering cutting-edge AI consultancy services designed to drive innovation and transformation in your business.Our expert consultants possess deep industry knowledge and technical expertise, enabling us to offer strategic insights and tailored solutions that align with your unique challenges and objectives.
AI/ML Model Development Service
Bring your AI vision to life with Marcus Lion's bespoke model development services. Our team of skilled data scientists and engineers excels in designing and building custom AI models tailored to your specific needs.From natural language processing to predictive analytics and decision-making algorithms, we leverage the latest technologies and methodologies to develop robust, scalable, and efficient AI models. Let us help you unlock new opportunities and capabilities with tailor-made AI solutions.
AI/ML Model Back Testing Service
Ensure the reliability and performance of your AI models with Marcus Lion's comprehensive model testing services.Our rigorous testing processes evaluate your models across multiple dimensions, including accuracy, efficiency, bias, and scalability.
By identifying and addressing potential issues before deployment, we help you mitigate risks and enhance the overall quality of your AI solutions.
AI/ML Hosting Service
Deploy and manage your AI models effortlessly with Marcus Lion's model hosting services.Our secure, scalable, and high-performance hosting solutions are designed to support AI models of any size and complexity.
With 24/7 monitoring, automatic scaling, and robust security measures, we ensure your AI services are always available and performing optimally.
Data Aggregation
We aggregate data in realtime, from multiple data feeds, for your models to consume.
Financial Data
- Financial Quotes
- Financial Trades
- Order Book Depth
- Cross Venue Quotes
- Historic Prices
- Positions
- Company Statements (Earnings)
- Analyst Recommendations
Financial Markets
- Equities
- Treasuries
- Commodities
- Foreign Exchange
- Futures
- Options
- Crypto Currencies
Text Based Data
- News Feeds
- Social Media
- Sentiment Data
- RSS Feeds
Other Data
Data sets from anywhere can be imported, and merged with realtime data
- Sports Scores
- IOT Data
- Google Trends
- Scientific Data
- Geographic Data
- Weather Data
- Timelines
- Census Data
Bots, Algos and Indicators
We have a three layer model, for trading:
- Indicators are derived from, pre-calculated feeds and your own
calculations, on the raw data.
We provide many popular ones as canned calculations - Algos Consume raw data and indicators, to generate trading
signals.
Super algos, optimize the signals from many algos, to reduce your trading - Bots operate on trading signals, with regard to current position
and risk limits.
Bots are simple and mechanical, and target your goal.
And best of all, you get to create your own indicator and algos, our bots will handle the trading
Who we are
Get In Touch With Us.
Where to find us
- New York
- California
- Florida
- London, UK
- India
- Tokyo, Japan