Sergey Guskov

NLP developer at MTS AI
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Contact Information
us****@****om
(386) 825-5501
Location
Reutov, RU

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Experience

    • Russian Federation
    • IT Services and IT Consulting
    • 100 - 200 Employee
    • NLP developer
      • Jul 2023 - Present

      Moscow, Moscow City, Russia

    • Russian Federation
    • Information Technology & Services
    • 200 - 300 Employee
    • Lead NLP developer
      • Jun 2022 - Jul 2023

      Innopolis, Tatarstan, Russia Spearheaded the design and implementation of robust microservices architecture to enhance scalability and efficiency. My role involved developing cutting-edge Natural Language Processing (NLP) pipelines, harnessing the power of language understanding and processing for our innovative products. In addition, I played a key role in building and optimizing the backend of Python-based microservices, ensuring seamless integration and high-performance delivery of services. Collaborating with a… Show more Spearheaded the design and implementation of robust microservices architecture to enhance scalability and efficiency. My role involved developing cutting-edge Natural Language Processing (NLP) pipelines, harnessing the power of language understanding and processing for our innovative products. In addition, I played a key role in building and optimizing the backend of Python-based microservices, ensuring seamless integration and high-performance delivery of services. Collaborating with a cross-functional team, I contributed to the successful development and deployment of mission-critical applications, driving business growth and client satisfaction. Throughout my tenure, I continuously sought opportunities to improve existing systems and processes, implementing best practices and staying up-to-date with the latest advancements in software engineering. Show less

    • Kazakhstan
    • Research Services
    • 1 - 100 Employee
    • Senior Research Scientific
      • Jul 2017 - Jun 2022

      During my tenure as a Full Stack Developer, I specialized in C# development and successfully designed and developed microservices utilizing the .NET Core framework. I played a pivotal role in crafting efficient and scalable microservices to support the organization's growth and enhance overall performance. Additionally, I was responsible for architecting the database structure using PostgreSQL, ensuring data integrity and optimal query performance. Collaborating closely with the team, I… Show more During my tenure as a Full Stack Developer, I specialized in C# development and successfully designed and developed microservices utilizing the .NET Core framework. I played a pivotal role in crafting efficient and scalable microservices to support the organization's growth and enhance overall performance. Additionally, I was responsible for architecting the database structure using PostgreSQL, ensuring data integrity and optimal query performance. Collaborating closely with the team, I contributed to the seamless integration of various components and functionalities, resulting in a cohesive and robust system. As part of the deployment process, I leveraged containerization techniques to package the microservices into containers, streamlining the deployment process and ensuring consistency across various environments. This approach facilitated smooth production deployments and minimized potential compatibility issues. Furthermore, I took charge of conducting thorough performance and stress testing to assess the system's capabilities under heavy loads. By identifying bottlenecks and areas for optimization, I implemented strategic improvements that significantly enhanced the system's overall reliability and responsiveness. Throughout my journey, I remained proactive in exploring emerging technologies and industry trends, staying ahead of the curve and continuously improving my skills as a versatile and accomplished Full Stack Developer. My dedication to innovation and quality has consistently delivered exceptional results, contributing to the success of the projects and the overall growth of the organization. Show less

    • Russian Federation
    • IT Services and IT Consulting
    • Machine Learning Engineer
      • Oct 2021 - May 2022

      As a Machine Learning Engineer, I led the development of the backend microservice for a retail store network aimed at detecting empty shelves and areas requiring restocking. Leveraging the power of YOLO-v5 object detection, I designed and implemented cutting-edge algorithms to identify and localize objects within the store environment. My role extended to creating a predictive system that utilized the stored embeddings to identify items that were running low or out of stock. Upon… Show more As a Machine Learning Engineer, I led the development of the backend microservice for a retail store network aimed at detecting empty shelves and areas requiring restocking. Leveraging the power of YOLO-v5 object detection, I designed and implemented cutting-edge algorithms to identify and localize objects within the store environment. My role extended to creating a predictive system that utilized the stored embeddings to identify items that were running low or out of stock. Upon receiving new images, the system seamlessly performed predictions, highlighting the specific products that needed replenishment. Throughout the project, I collaborated closely with cross-functional teams to ensure smooth integration of the machine learning solution into the existing infrastructure. My commitment to delivering reliable and scalable solutions played a pivotal role in optimizing the retail store's inventory management processes. The experience of creating an end-to-end machine learning solution for retail inventory optimization has been incredibly rewarding, and I am continuously inspired by the impact of technology in revolutionizing the retail industry. My passion for machine learning and commitment to innovation remain steadfast, driving me to tackle new challenges and deliver transformative solutions. Show less

    • India
    • Advertising Services
    • Education Mentor of CV course
      • Dec 2021 - Apr 2022

    • Education mentor of NLP course
      • Sep 2021 - Apr 2022

      In my role as an Education Mentor, I had the privilege of guiding and supporting students through their learning journey. As a diligent mentor, I was responsible for reviewing and providing constructive feedback on students' homework assignments, fostering a conducive learning environment that encouraged growth and understanding. Additionally, I conducted interactive one-on-one consultations with students via Zoom, addressing their queries and concerns related to the course content… Show more In my role as an Education Mentor, I had the privilege of guiding and supporting students through their learning journey. As a diligent mentor, I was responsible for reviewing and providing constructive feedback on students' homework assignments, fostering a conducive learning environment that encouraged growth and understanding. Additionally, I conducted interactive one-on-one consultations with students via Zoom, addressing their queries and concerns related to the course content. These personalized sessions allowed me to offer tailored guidance, helping students overcome challenges and grasp complex NLP concepts effectively. Furthermore, I actively engaged with the student community through Slack, where I promptly responded to their inquiries and provided clarifications on various course topics. By fostering a collaborative and responsive atmosphere, I facilitated effective communication among students and contributed to an enriched learning experience. Throughout my time as an Education Mentor, I remained committed to nurturing students' academic progress and fostering their passion for NLP. My dedication to empowering learners and my passion for natural language processing continue to drive my commitment to excellence in education.

Education

  • Institute of Cryptography, Telecommunications and Computer Science
    Master's degree, Applied Mathematics
    2012 - 2017

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