Konstantin Vorobiev

Data Scientist at Sberbank Leasing
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Contact Information
us****@****om
(386) 825-5501
Location
Moscow, Moscow City, Russia, RU
Languages
  • English Professional working proficiency

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Experience

    • Banking
    • 100 - 200 Employee
    • Data Scientist
      • Aug 2022 - Present

    • Banking
    • 200 - 300 Employee
    • Data Scientist
      • Jan 2022 - Aug 2022

      Analyzing client databases using statistics and NLP libraries. Developement, research and testing of ML models for tasks of clusterisation and classification. Using results for improvement of credit scoring systems. Analyzing client databases using statistics and NLP libraries. Developement, research and testing of ML models for tasks of clusterisation and classification. Using results for improvement of credit scoring systems.

    • Russian Federation
    • IT Services and IT Consulting
    • 1 - 100 Employee
    • Machine Learning Specialist
      • Dec 2019 - Dec 2021

      Computer vision tasks- researching algorithms for object detection task, preparing datasets, validation and improvement based on real life application. Decreased losses of industrial production via creation of autonomous photo tracking algorithm of objects. Anomaly detection tasks- using data from industrial equipement to find anomalous readings. Attempted regression task to solve same problem. Results- found time periods in production, when industrial equipement suffered more serious degradation then usual. Show less

Education

  • Bauman Moscow State Technical University
    Masters, Electrical, Electronics and Communications Engineering
    2014 - 2020

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