Sergei S.

Machine Learning Developer at Kinaxis
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Contact Information
Location
Ottawa, Ontario, Canada, CA
Languages
  • Russian Native or bilingual proficiency
  • English Full professional proficiency
  • French Elementary proficiency

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Van Nicoghosian

Working with Sergey in my team was a great pleasure. He is a skilled developer that came to work every day with a positive attitude. He was always motivated and never backed down from a new challenge. His particular interest in machine learning helped our team find solutions to complex problems and supported the advancement of our automated testing framework. I would easily recommend him as a great addition to any development team.

Francois Trudel

Sergey is a very polyvalent and very technically skilled person. Even if he's not familiar with the problem, he approaches it very methodically and thoroughly and can quickly come up with a close-to-perfect solution. He has a very good sense of quality and I would undoubtedly recommend Sergey for any position.

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Credentials

  • Deep Learning Specialization
    Coursera
    May, 2019
    - Sep, 2024
  • Sequence Models
    Coursera
    May, 2019
    - Sep, 2024
  • Convolutional Neural Networks
    Coursera
    Apr, 2019
    - Sep, 2024
  • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
    Coursera
    Apr, 2019
    - Sep, 2024
  • Structuring Machine Learning Projects
    Coursera
    Mar, 2019
    - Sep, 2024
  • Neural Networks and Deep Learning
    Coursera
    Feb, 2019
    - Sep, 2024
  • Unsupervised Learning
    Coursera
    Jul, 2016
    - Sep, 2024
  • Supervised Learning
    Coursera
    Apr, 2016
    - Sep, 2024
  • Mathematics and Python for Data Analysis
    Coursera
    Mar, 2016
    - Sep, 2024
  • Oracle SQL Tuning
    NetCracker
    Apr, 2014
    - Sep, 2024

Experience

    • Software Development
    • 700 & Above Employee
    • Machine Learning Developer
      • Oct 2021 - Present

    • Software Developer
      • Aug 2020 - Oct 2021

    • Canada
    • Software Development
    • 1 - 100 Employee
    • Software Developer
      • Oct 2019 - Aug 2020

      Ensuring consistent stability and the best user experience of DIRECTV GO application across 7 platforms with roughly 10 million monthly users.- Contributed to timely product releases, while maintaining 99% of crash-free user sessions.- Developed internal software tooling to automatically deploy CI/CD artifacts. Ensuring consistent stability and the best user experience of DIRECTV GO application across 7 platforms with roughly 10 million monthly users.- Contributed to timely product releases, while maintaining 99% of crash-free user sessions.- Developed internal software tooling to automatically deploy CI/CD artifacts.

    • France
    • Computer Games
    • 700 & Above Employee
    • R&D Technical Team Lead
      • Mar 2018 - Jan 2019

      Leading and working on projects which utilize a variety of Machine Learning algorithms, includingDeep Neural Networks and Reinforcement Learning approaches.- Integrated a distributed TensorFlow solution into the project environment.- Coordinated the development of new features based on distributed Reinforcement Learningwhile maintaining the stable version of the software.- Managed to release a new version of the project software, applying Agile Methodology,Continuous Integration and Code Review techniques.

    • R&D Specialist
      • Mar 2017 - Mar 2018

      Worked on two big projects, both related to automated testing and involving techniques and algorithms of Deep Learning (DL) and Reinforcement Learning (RL, Artificial Intelligence).- Implemented an AI system for games testing which uses modern RL algorithms and a popular Deep Neural Networks framework.- Improved and optimized a game testing software using more recent image recognition libraries.- Introduced state-of-the-art DL technologies in order to achieve better performance and algorithms speed.- Created a text detection algorithm using Convolutional Neural Networks which became widely used in the game testing software.- Prepared and preprocessed a large amount of training and test data in order to improve the accuracy of machine learning algorithms solving a variety of tasks.

    • Canada
    • Software Development
    • 1 - 100 Employee
    • Software Developer
      • Sep 2016 - Dec 2016

      Worked on PHP RESTful API and the front-end parts of a huge project written on JavaScript.- Developed customer support service as a part of company's product. The company has got many excited customers reviews on this.- Set up transparent Squid (proxy server) with eCAP and squidGuard together. It is used by thousands users online.- Set up PHPMailer-based newsletter scheduler.- Implemented social network based authorization system. Now the company uses Google, Facebook, Twitter and Linkedin to allow users log in.

    • United States
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Software engineer
      • Sep 2015 - Sep 2016

      - Development of client-side part of client-server access control software based on iris recognition.The software SDK was written on C++ using Thrift; wrappers, that cover all functionalityproduct API provides, — on C, Java and C#.- Implementation of all-languages sample applications that show how to use product API. - Development of client-side part of client-server access control software based on iris recognition.The software SDK was written on C++ using Thrift; wrappers, that cover all functionalityproduct API provides, — on C, Java and C#.- Implementation of all-languages sample applications that show how to use product API.

    • India
    • Software Development
    • 1 - 100 Employee
    • Software engineer
      • Feb 2014 - Sep 2015

      System Performance researching- Oracle SQL tuning- Memory leaks analyzing- Java and Oracle performance support. System Performance researching- Oracle SQL tuning- Memory leaks analyzing- Java and Oracle performance support.

Education

  • Moscow Institute of Physics and Technology (State University) (MIPT)
    Master's degree, Applied Mathematics and Physics
    2017 - 2019
  • Moscow Institute of Physics and Technology (State University) (MIPT)
    Bachelor's degree, Applied Mathematics and Computer Science
    2011 - 2015

Community

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