Alexander Ryzhkov

Russia Contact Info
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About

Hello colleagues!

My name is Ryzhkov Alexander and I'm the head of AutoML Team at…

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Experience & Education

  • ПАО Сбербанк России (Центральный аппарат)

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Licenses & Certifications

Publications

  • Гистограммный подход к прогнозированию финансовых временных рядов

    МАКС Пресс

    В работе рассматривается задача прогнозирования финансового ряда при помощи гистограмм, построенных по его предыстории. Также производится качественная оценка стохастической компоненты временного ряда в зависимости от его периода, описываются методы повышения устойчивости алгоритма прогнозирования и приводятся результаты реальной биржевой стратегии, основанной на изложенных идеях.

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Projects

  • TGS Salt Identification Challenge (Kaggle.com)

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    We place 2nd of 3,234 teams in the kaggle.com "TGS Salt Identification" challenge using an ensemble of different Deep Learning solutions based on Convolutional Neural Networks. Additionally we applied carefully constructed post-processing algorithms. The goal of this competition was to find salt deposits in seismic images. We used Pytorch and Scikit-Learn/Image for our solution.

    Other creators
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Languages

  • Русский

    Native or bilingual proficiency

  • Английский

    Full professional proficiency

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