I spent over 10 years in software development, as developer and manager. The author and core maintainer of Frontera large scale, open source web crawling framework. Designing and implementing large scale data processing applications is my main interest now. Today, it`s not possible without understanding of ML basics. I`m specialising in web data processing: HTML analysis, natural language processing applications, web page classification and extraction, search applications. Main algorithms I have experience with are SVM, GBDT, stochastic gradient descent and CRF. Nowadays learning of new technologies is an everyday work, but here is the classic I extensively used before: C/C++, Java, Python, Bourne shell, *NIX, in the past Delphi, PHP, MySQL, HTML, CSS, JavaScript. Frameworks: Hadoop ecosystem, STATISTICA. When I have free time, I am listening a lot of music, reading and hiking. In other words I have both types of experience: reliability/performance/infrastructure and data science. But I`m trying to avoid doing both at the same time, because switching is quite energy consuming. Profile ©

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