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  • ITMO University

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@mlsect-dojo
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aogavrilov/README.md

Hi All!

I'm a second-year CS student at ITMO University.

Interested in DS and CV.

You can contact to me on tg: https://t.me/aogavrilov

Description will be updated at September

Experience:

  • ML Engineering intern, Computer Vision at Mail.ru Group. Nov 2020 - May 2021

Projects:

Deep Learning(CV)
  1. Bot for styletransfer(cycleGAN, aiogram, GPU Cluster).
  2. Multi style transfer(style transfer).
  3. Season translation on pictures(cycleGAN).
  4. Reseach of models and losses in medical segmentation task.
Data Analysis(Statistical methods)
  1. Data reseach.
  2. Reseach of statistical relationships and linear models.
  3. Cluster's analysis.
  4. Factor analysis and predictions.
Machine Learning
  1. Hackaton of fintech data analysis.
Programming
  1. Metainformation editor(mp3).
  2. Archiver.
  3. INI Parser.
  4. Telegram bot - subjects timetable.
  5. Finding and fixing mistakes by editorial distance.
  6. Analysis of information compression methods.
  7. Backups system.

Completed courses:

  • Neural networks in CV(DLS, MIPT)

  • Specialization of data analysis(Coursera, NSU)

Pinned

  1. CVModels CVModels Public

    Jupyter Notebook

  2. My-some-projects My-some-projects Public

    My some projects

    Jupyter Notebook