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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor
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valer1435/README.md

Hi there 👋, I'm Valera

Machine Learning Engineer at .

  • 🔭 I’m currently doing research about LLMs
  • 🌱 I’m currently learning deep learning, natural language processing, and large language models.
  • Ex maintainer of and .
  • 🎓 I have a bachelor's degree in Computer Science from .
  • 📚 I'm currently studying at the international master program "Big data and machine learning" at .

Scientific Publications

  1. Evolutionary automated machine learning for multi-scale decomposition and forecasting of sensor time series

    • Authors: Mikhail Sarafanov, Valerii Pokrovskii, Nikolay O Nikitin
    • Conference: 2022 IEEE Congress on Evolutionary Computation (CEC)
    • Year: 2022
    • DOI: Link to the DOI

  2. Improvement of Computational Performance of Evolutionary AutoML in a Heterogeneous Environment

    • Authors: Nikolay O Nikitin, Sergey Teryoshkin, Valerii Pokrovskii, Sergey Pakulin, Denis Nasonov
    • Conference: 2023 IEEE Congress on Evolutionary Computation (CEC)
    • Year: 2023
    • DOI: Link to the DOI

  3. Integration Of Evolutionary Automated Machine Learning With Structural Sensitivity Analysis For Composite Pipelines

    • Authors: Nikolay O. Nikitin, Maiia Pinchuk, Valerii Pokrovskii, Peter Shevchenko, Andrey Getmanov, Yaroslav Aksenkin, Ilia Revin, Andrey Stebenkov, Ekaterina Poslavskaya, Anna V. Kalyuzhnaya
    • Journal: ArXiv (preprint)
    • Year: 2023
    • DOI: Link to the DOI

Contacts

Feel free to reach out to me on LinkedIn or Telegram.

Pinned

  1. aimclub/FEDOT aimclub/FEDOT Public

    Automated modeling and machine learning framework FEDOT

    Python 606 83

  2. aimclub/Fedot.Industrial aimclub/Fedot.Industrial Public

    Python framework for automated time series classification and regression

    Python 71 6

  3. painting_dating painting_dating Public

    JavaScript 4

  4. Pacansky_shapchat Pacansky_shapchat Public

    This is the copy of snapchat technology maded on OpeCV and python just for fun

    Python 1

  5. tolber01/energy_consume_prediction_public tolber01/energy_consume_prediction_public Public

    Python

  6. aspect-based-sentiment-analysis aspect-based-sentiment-analysis Public

    Algorithm for aspect basent sentiment analysis for russian language based on semantic similarity of adjectives

    Jupyter Notebook