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Predictive Analytics
Quantitative Analysis
Artificial Intelligence
Data Science
Stocks - Futures - Forex - Crypto

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meeting




About


We provide data science and machine learning solutions. Our area of expertise is system trading for stocks, futures, forex, and cryptocurrency markets. We can convert your trading strategies from one programming language to another programming language. If you need to work with the API of a particular exchange, such as Interactive Brokers or Bitfinex, we provide solutions. Whether you need to work with end-of-day data or real-time, intraday data we solve your challenges. You may have a trading strategy that you want to work with. We are also involved in ongoing research for the development, implementation, and testing of trading strategies. Coding alone is not enough. Insight, from engineering, science, wave analysis, biology, can be applied successfully to the real world challenges of financial markets. Our experience with predictive analytics or quantitative analysis can be applied to different data science challenges. You may be working with weather data, server data, industrial/process engineering, or sales data. We can use your data to help you detect, predict, and adapt.


  • C++
  • Python
  • Numpy
  • Pandas
  • TensorFlow
  • Matlab
  • Pine Script

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Services

Stocks

A trading system might use end-of-day data to analyze and choose from hundreds of stocks every day. A trading system might use real-time data to trade stocks intraday. We can implement your stock trading solutions.

Futures

You may want to trade index futures, energy futures, agricultural futures, or metal futures. Some markets trade day and night. We can code your futures trading solutions.

Forex

Geopolitical changes and global dynamics in general can create opportunities in FX pairs. You may want to trade the Euro, British Pound, Japanese Yen,...or otherwise. We can implement your FX pairs trading solutions.


Cryptocurrencies

You may want to work with Bitcoin, Ether, Bitcoin futures or Ether futures. You may want to do this through Interactive Brokers, Bitfinex, Bybit, or other exchanges. We can deliver your crypto currency trading solutions.

Interactive Brokers

Consider Interactive Brokers for your trading needs! By way of the Interactive Brokers API, you can have historical data, end-of-day, or intraday, real-time data. Your trading strategy can also be made to connect with Interactive Broker's Trader Work Station, so that your trades are executed AUTOMATICALLY. This can include trade entry (long and/or short), stop loss orders, and trade exit.

Data Science

Our experience involves working with 10, 20, or 30 years of daily data! Our experience also includes working with real-time data, or data points every 5 seconds. We can adapt to your data science or data engineering needs. Our experience involves detecting patterns or behavior in data, for specific purposes. Our experience involves applying artificial intelligence and machine learning algorithms in real-life applications.

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System Trading Components

Stocks, Futures, Forex, Crypto Data
20%
Decision Making Strategies
30%
Learning and Optimization
30%
Order Execution
20%



Market Data Providers

Refinitiv - MetaStock
20%
Interactive Brokers
60%
Bitfinex
10%
Bybit
10%



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System Trading History

William O'neil Investor's Business Daily

1963

Founds William O'neil & Co. Inc. They would go on to develop the first computerized daily securities database. This database would later track over 70,000 companies and sell research. William O'neal would also launch Daily Graphs, O'Neil Data Systems Inc. and the newspaper Investor's Daily. In 1991, Investor's Daily becomes Investor's Business Daily.

Jack Hutson Technical Analysis of Stocks & Commodities

1982

Founds the magazine Technical Analysis of Stocks & Commodities. As a Boeing Mechanical Engineer, he collaborated with his Boeing colleague Anthony Warren (Math Ph.D.). They used computer programming to generate charts, and implement technical analysis.

John F. Ehlers John F. Ehlers

1992

An Electrical Engineer develops intraday trading software based on an oil exploration tool, termed maximum entropy. He would also write 4 books, including Cybernetic Analysis for Stocks and Futures, and Rocket Science for Traders.





Ed Seykota

1970

An Electrical Engineer that pioneered system trading on punchcard computers. He would develop computerized trading systems on an IBM mainframe for his employer, at first. In 1989 the book Market Wizards by Jack D. Schwager devotes a chapter to Ed Seykota, and Jack D. Schwager would write... [his] "achievements must certainly rank him as one of the best traders of our time."...regarding Ed Seykota.

Renaissance Technologies LLC Rentec.com

1982

This is a hedge fund based in Long Island, New York. It focuses on systematic and quantitative trading methods. As of 2021, it has about $165B in assets under management.

AQR Capital Management AQR Captital Management

1998

AQR stands for Applied Quantitative Research. It is based in Connecticut, and it focuses on quantitative analysis and trading. As of 2021, it has about $61B in assets under management.

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Predictive Analytics Tools



  • Programming
  • Data
  • API Trading
  • Charts
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Custom Solutions




Trading Strategy

Implement your trading strategy into Python or C++

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Automated Trading

Enable automatic trading with Interactive Brokers

Order-Entry
Stop-Loss
Trailing Stop Limit
Order Exit
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Graphical User Interface

Add a full Graphical User Interface

Buttons
Sliders
Dropdown Menus
Tabs
Check Boxes
Output
Contact Us

Every project can be different. Contact us so that we can discuss your challenges and objectives.


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