Maria Koreneva

Data Scientist at ITMO University
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Contact Information
us****@****om
(386) 825-5501
Location
Mount Buller, Victoria, Australia, AU
Languages
  • Русский Native or bilingual proficiency
  • Английский Limited working proficiency

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Experience

    • Russian Federation
    • Higher Education
    • 300 - 400 Employee
    • Data Scientist
      • May 2019 - Present

      - Conducted research on sentiment changes in the city and its connection to city services and features of the built environment - Designed a method for modeling big graph neural networks by decoupling them into smaller hierarchical subgraphs - Optimized taxi services by developing machine learning algorithms for taxi demand prediction - Conducted research on sentiment changes in the city and its connection to city services and features of the built environment - Designed a method for modeling big graph neural networks by decoupling them into smaller hierarchical subgraphs - Optimized taxi services by developing machine learning algorithms for taxi demand prediction

    • Russian Federation
    • IT Services and IT Consulting
    • 700 & Above Employee
    • Python Developer
      • Sep 2018 - Dec 2018

  • BeTrip
    • Remote
    • Python Developer
      • Aug 2017 - Oct 2018

      - Developed a pipeline for the analysis of geotagged posts from social networks together with reviews from geo-services to get a better understanding of user’s experience in points of interest - Designed of neural network for image sentiment classification - Built a method for occupation and hobby prediction based on the user’s social media profile - Developed a pipeline for the analysis of geotagged posts from social networks together with reviews from geo-services to get a better understanding of user’s experience in points of interest - Designed of neural network for image sentiment classification - Built a method for occupation and hobby prediction based on the user’s social media profile

    • Belgium
    • Non-profit Organizations
    • 300 - 400 Employee
    • Active Member
      • Mar 2014 - Sep 2015

      Active member of international student organisation BEST. Organiser and participant of different local and international events. Coordinator of local and international projects. More information about BEST:www.BEST.eu.org

    • IT Coordinator
      • Jun 2014 - Jun 2015

Education

  • Innopolis University
    Bachelor of Technology (B.Tech.), Computer Science
    2015 - 2017
  • Санкт-Петербургский Государственный Политехнический Университет
    Bachelor of Technology (B.Tech.), Software engineering
    2012 - 2016
  • Peter the Great St.Petersburg Polytechnic University
    Bachelor's degree, Information Technology
    2012 - 2015

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