oscarm417 / Market-Making-in-Crypto-Markets

Research and Implementation of Market Making in the crypto markets

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Market-Making-in-Crypto-Markets

Research and Implementation of Market Making in the crypto markets: The flow of this projects:

  • Python Code researching the best order book factors that best estimate the mid price
    • Get order book data
    • Order Flow
    • Avellaneda Strategy (Modified for crypto)
  • Build a simulator with a Poisson distribution to simulate hits and lifts % as a function of a distance to mid price
  • Python Code backtesting the best strategy determined from above
  • C++ code that connects to crypto exchanges and makes a market
  • Python dashboard that observes the performance of the strategy live, as well as historical performance based on the log files produced above -Complete

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Research and Implementation of Market Making in the crypto markets


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Language:Jupyter Notebook 92.1%Language:Python 7.9%