Maria Koreneva
Data Scientist at ITMO University- Claim this Profile
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Русский Native or bilingual proficiency
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Английский Limited working proficiency
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Bio
Experience
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ITMO University
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Russian Federation
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Higher Education
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300 - 400 Employee
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Data Scientist
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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
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ООО Компания Тензор
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Russian Federation
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IT Services and IT Consulting
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700 & Above Employee
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Python Developer
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Sep 2018 - Dec 2018
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BeTrip
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Remote
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Python Developer
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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
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Board of European Students of Technology
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Belgium
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Non-profit Organizations
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300 - 400 Employee
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Active Member
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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
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IT Coordinator
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Jun 2014 - Jun 2015
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Education
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Innopolis University
Bachelor of Technology (B.Tech.), Computer Science -
Санкт-Петербургский Государственный Политехнический Университет
Bachelor of Technology (B.Tech.), Software engineering -
Peter the Great St.Petersburg Polytechnic University
Bachelor's degree, Information Technology