Mila Sharmanova

Data Scientist @Rubbles

Moscow, RU

Banks – customer transaction analysis- Design, providing and calculating A/B tests- Various big data analysis, including ML models. Telecommunications company – analyzing customer data and conducting an A/B test- Analysis and processing of input data from various sources- Research and testing of hypotheses, identifying groups of clients according to various rules- Preparing, conducting and analyzing A/B tests, calculating the statistical significance of the resultsPharmaceutical company – algorithm for connecting drug prescriptions and sales- Analysis and processing of input data from various sources, data enrichment- Research and testing of hypotheses, working with geodata- Development of an algorithm based on geodata for connecting hospitals and pharmacies, with further connection of extracts and sales of drugsMetallurgical company – recommendation system for concentrate mixing process- Analysis and processing of input data from various sources, data enrichment- Research and testing of hypotheses on system modeling and proposed optimization processes, discussion with the customer of the business value of these hypotheses- Development of models of a concentrate mixing system and a mathematical formulation of an algorithm for optimizing this processPython (pandas, sklearn, numpy), Spark, SQL, Git, BigQuery

Moscow Institute of Physics and Technology (State University) (MIPT)

Master's degree

Moscow Institute of Physics and Technology (State University) (MIPT)

Bachelor's degree