Sergei S.
Machine Learning Developer at Kinaxis- Claim this Profile
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Russian Native or bilingual proficiency
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English Full professional proficiency
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French Elementary proficiency
Topline Score
Bio
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.
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.
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.
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
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Deep Learning Specialization
CourseraMay, 2019- Sep, 2024 -
Sequence Models
CourseraMay, 2019- Sep, 2024 -
Convolutional Neural Networks
CourseraApr, 2019- Sep, 2024 -
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
CourseraApr, 2019- Sep, 2024 -
Structuring Machine Learning Projects
CourseraMar, 2019- Sep, 2024 -
Neural Networks and Deep Learning
CourseraFeb, 2019- Sep, 2024 -
Unsupervised Learning
CourseraJul, 2016- Sep, 2024 -
Supervised Learning
CourseraApr, 2016- Sep, 2024 -
Mathematics and Python for Data Analysis
CourseraMar, 2016- Sep, 2024 -
Oracle SQL Tuning
NetCrackerApr, 2014- Sep, 2024
Experience
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Kinaxis
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Software Development
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700 & Above Employee
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Machine Learning Developer
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Oct 2021 - Present
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Software Developer
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Aug 2020 - Oct 2021
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You.i TV
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Canada
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Software Development
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1 - 100 Employee
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Software Developer
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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.
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Gameloft
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France
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Computer Games
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700 & Above Employee
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R&D Technical Team Lead
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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.
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R&D Specialist
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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.
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Eye-In Media
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Canada
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Software Development
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1 - 100 Employee
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Software Developer
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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.
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Starpoint Solutions
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United States
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IT Services and IT Consulting
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1 - 100 Employee
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Software engineer
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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.
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NetCracker
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India
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Software Development
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1 - 100 Employee
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Software engineer
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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.
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Education
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Moscow Institute of Physics and Technology (State University) (MIPT)
Master's degree, Applied Mathematics and Physics -
Moscow Institute of Physics and Technology (State University) (MIPT)
Bachelor's degree, Applied Mathematics and Computer Science