Experienced in developing both big data pipelines in Spark, event-sourcing streaming and machine learning applications, and modern data architectures frameworks together with the respective governance.
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Опыт работы
Data Scientist
HolidayCheck AG
авг. 2018 - сент. 2020 (2 года, 1 месяц)
Leveraged machine learning to substantially improve online offer data. By helping customers finding the
right package offer without disruptions, substantial improvements in customer experience.
Data Scientist
CMC markets
дек. 2017 - июн. 2018 (6 месяцев, 1 день)
Developed machine learning algorithms to identify high-value customers, and established the framework
for leveraging a search engine to deliver real-time recommendations of financial products based on the investor’s profile.
Data Scientist (Contractor)
easyjet
сент. 2017 - окт. 2017 (1 месяц, 2 дня)
This project consisted in predicting the number of bags bought per booking by clustering and regression algorithms. My work is allowing to identify the most important reasons behind the choice of buying a bag, as well as unlock further revenues by accurately predicting the relation between bag prices and the number of sold bags.