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You're reading from  Building Low Latency Applications with C++

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Published inJul 2023
PublisherPackt
ISBN-139781837639359
Edition1st Edition
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Sourav Ghosh
Sourav Ghosh
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Sourav Ghosh

Sourav Ghosh has worked in several proprietary, high-frequency algorithmic trading firms over the last decade. He has built and deployed extremely low latency, high-throughput automated trading systems for trading exchanges around the world, across multiple asset classes. He specializes in statistical arbitrage market-making and pairs trading strategies with the most liquid global futures contracts. He is currently the vice president at an investment bank based in São Paulo, Brazil. He holds a master's in computer science from the University of Southern California. His areas of interest include computer architecture, FinTech, probability theory and stochastic processes, statistical learning and inference methods, and natural language processing.
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Summary

In this chapter, our primary focus was on adding intelligence and sophistication to the market participants’ trading systems. First, we discussed our market-making and liquidity-taking trading strategies. We discussed the motivation behind these strategies, how they seek to profit in the markets, and the trading dynamics of these algorithms.

We implemented the important components that make up the intelligence around our trading strategies. The first one was the feature engine that’s used to compute trading features/signals from the market data so that they can be used by the trading strategies to make informed trading decisions. The next one was the position keeper, which is in charge of tracking a trading strategy’s positions and PnLs as the strategy’s orders are executed in the market. After, we looked at the order manager component, which sends and manages live orders in the market to simplify the trading strategy’s implementation....

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Building Low Latency Applications with C++
Published in: Jul 2023Publisher: PacktISBN-13: 9781837639359
© 2023 Packt Publishing Limited All Rights Reserved

Author (1)

author image
Sourav Ghosh

Sourav Ghosh has worked in several proprietary, high-frequency algorithmic trading firms over the last decade. He has built and deployed extremely low latency, high-throughput automated trading systems for trading exchanges around the world, across multiple asset classes. He specializes in statistical arbitrage market-making and pairs trading strategies with the most liquid global futures contracts. He is currently the vice president at an investment bank based in São Paulo, Brazil. He holds a master's in computer science from the University of Southern California. His areas of interest include computer architecture, FinTech, probability theory and stochastic processes, statistical learning and inference methods, and natural language processing.
Read more about Sourav Ghosh

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