Experience

Jooble

• Cyprus
• Technology, Information and Internet
• 400 - 500 Employee

• Data Scientist

  • Oct 2018 - Present



Sberbank

• Russian Federation
• 700 & Above Employee

• Senior Data Scientist

  • Apr 2018 - Aug 2018



Actimind

• Canada
• Design Services
• 1 - 100 Employee

• Data Scientist

  • Nov 2015 - Apr 2018

  Medical experts database project (2015 - present): 1. Creating a database of medical experts using millions of medical articles crawled through the various data sources. 2. Processing of crawled data using Apache Spark and Hadoop. 3. Solving named entity resolution (i.e. author name disambiguation) problem using Gradient Boosting Machines (SparkML) and Hierarchical Agglomerative Clustering (scipy). Medical experts database project (2015 - present): 1. Creating a database of medical experts using millions of medical articles crawled through the various data sources. 2. Processing of crawled data using Apache Spark and Hadoop. 3. Solving named entity resolution (i.e. author name disambiguation) problem using Gradient Boosting Machines (SparkML) and Hierarchical Agglomerative Clustering (scipy).



Estate Group

• Saint-Petersburg

• Analyst

  • Sep 2014 - Sep 2015

  Development of trading strategies relying on time series analysis and machine learning algorithms: - Preparation and initial analysis of historical funds price data - Mathematical modeling of trading process - Testing models on historical data according to program realization and features extraction (R,Python) - Testing profitable models on real data - Presentation of results in graphical form Development of trading strategies relying on time series analysis and machine learning algorithms: - Preparation and initial analysis of historical funds price data - Mathematical modeling of trading process - Testing models on historical data according to program realization and features extraction (R,Python) - Testing profitable models on real data - Presentation of results in graphical form