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Nataliya Ivanova has a diverse work experience starting from 2012. Nataliya worked at SRG Collection as an Analyst from October 2012 to August 2013. Nataliya then joined MGTNIIP as an Analyst and Deputy Head of Department from August 2014 to May 2016, where they were involved in projects related to route network analytics and development in ground public transportation. After that, Nataliya worked at the Transport Committee as a Leading Specialist from July 2016 to September 2016. Nataliya later joined Labgrad as an Analyst from April 2017 to July 2017. In 2018, Nataliya became a Senior Data Analyst at Lesta Studio (Wargaming Saint Petersburg) until July 2020. Currently, they are working as a Data Analyst at Aviasales since July 2020.

Nataliya Ivanova obtained a Master's degree in Economics from the Higher School of Economics, which they attended from 2013 to 2015. Prior to that, they earned a Bachelor's degree in Russian Language and Literature from the Pushkin State Russian Language Institute, where they studied from 2008 to 2012. Additionally, Nataliya has completed two certifications: the Deep Learning Specialization from Coursera, which they obtained in May 2020, and a certification in Machine Learning and Data Analysis, also from Coursera, obtained in December 2017.