Oleg Pavlovich

Machine Learning Engineer and Data Analyst at ENBISYS
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Contact Information
us****@****om
(386) 825-5501
Location
St Petersburg, St Petersburg City, Russia, RU

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Credentials

  • Iterative Tools for Data Scientists & Analysts (DVC, CML, Studio)
    Iterative
    Aug, 2023
    - Oct, 2024
  • Supervised Learning
    Coursera
    Sep, 2022
    - Oct, 2024
  • Git: A complete course for beginners and beyond
    Udemy
    Apr, 2022
    - Oct, 2024
  • Mathematics and Python for Data Analysis
    Coursera
    Jul, 2020
    - Oct, 2024

Experience

  • ENBISYS
    • Netherlands
    • Information Technology & Services
    • 1 - 100 Employee
    • Machine Learning Engineer and Data Analyst
      • Jul 2019 - Present

      - Developed and implemented deep learning classification and regression models for diagnosis estimation based on fundoscopic images in an automated medical screening system. - Developed and implemented a high-performance automatic speech recognition system (ASR) for the Russian language built on Facebook’s wav2letter framework. - Developed and implemented a text classification model for diagnosis estimation based on electronic health records in Dutch. - Enabled reproducibility via Data Version Control (DVC) and ML operations automation (MLOps) via CI/CD tools for ML pipelines in the core projects. Show less

Education

  • Томский Государственный Университет
    Bachelor of Engineering - BE, Computer Software Engineering
    2017 - 2021

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