Financial Markets are a place where people tend to earn and lose a lot of money. In recent years cryptocurrency markets have been rapidly developing. For example, the very first and the most famous crypto “Bitcoin” has grown in price since its inception from few dollars in 2011 to 40 thousand dollars nowadays.
Automatic trading is significant on financial markets. Algorithmic trading contributed nearly 60-73% of all U.S. equity trading in 2018. Purposely built algorithms automatically come to a decision about buying or selling financial assets. After all, modern finance is a competition amongst trading algorithms in many ways.
That’s why the strongest data science team in Nestlogic dedicates efforts to build most sophisticated models for trading algorithms in cryptocurrency markets. We integrate most of available financial data in the world in the attempt to build alpha strategies. As professionals in Data and ML ops we’re using the best available solutions, modern cloud services and big data tools. The toolbox consists of but not limited to Apache Spark, Kafka, Vertica, various AWS services to store and process data as well as for integration with external services and systems.