Dmitrii Dvoriashin

Data Management Team Lead at Netology
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Contact Information
us****@****om
(386) 825-5501
Location
Antalya, Antalya, Turkey, TR

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Experience

    • Education
    • 1 - 100 Employee
    • Data Management Team Lead
      • Dec 2021 - Present

      • Database, ETL & BI system support and optimisation • ML-related projects (blurring logos on videos, preparing obfuscated dataset for hackathon) • Maintaining and optimising financial reporting • Database, ETL & BI system support and optimisation • ML-related projects (blurring logos on videos, preparing obfuscated dataset for hackathon) • Maintaining and optimising financial reporting

    • Russian Federation
    • Telecommunications
    • 100 - 200 Employee
    • Project Manager in Big Data
      • Nov 2019 - Jul 2021

      • Creating ML-based communication processes with higher revenue and conversion rate (CR) • Developing and testing segment-based approach to communication policy • Increasing CR and decreasing hate rate (HR) in personal section of mobile app with ML-based tariff and data/voice packages offers • Took part in other projects and tasks, like: testing and integrating of ML model of optimal time of contact, estimation of team’s KPI, A/B tests design • Creating ML-based communication processes with higher revenue and conversion rate (CR) • Developing and testing segment-based approach to communication policy • Increasing CR and decreasing hate rate (HR) in personal section of mobile app with ML-based tariff and data/voice packages offers • Took part in other projects and tasks, like: testing and integrating of ML model of optimal time of contact, estimation of team’s KPI, A/B tests design

    • Russian Federation
    • Banking
    • 700 & Above Employee
    • Middle Data Scientist
      • Feb 2019 - Nov 2019

      • Refitted affinity model for retail loans and increased ROC AUC • Estimated effect of outer data on affinity models • Refitted model of customer churn prediction

    • Senior Product Analyst
      • Nov 2017 - Feb 2019

      • Created financial model of pilot trigger-based project with outer company which helped to elaborate optimal cost of cooperation • Supervised design of A/B tests • Analyzing reasons of non-completion of monthly sales plan

    • Middle Product Analyst
      • Apr 2017 - Nov 2017

      • Creating reports for product managers • Cross-department data analysis (B2B + B2C)

    • Junior Database Analyst
      • Jul 2016 - Apr 2017

      • Creating reports and database pipelines for them in PL/SQL

    • Banking
    • 1 - 100 Employee
    • Intern
      • Jul 2015 - Jun 2016

      • Supported and optimised automated reporting on outer collection agencies effectiveness • Creating reports on inner soft collection • Supported and optimised automated reporting on outer collection agencies effectiveness • Creating reports on inner soft collection

Education

  • Высшая Школа Экономики
    Master's degree, Business Informatics
    2017 - 2019
  • Высшая Школа Экономики
    Bachelor's degree, Business Informatics
    2013 - 2017

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