Aleksandr Smetanin
Angestellt, Data Scientist, Grid Dynamics
Saint Petersburg, Russische Föderation
Werdegang
Berufserfahrung von Aleksandr Smetanin
Bis heute 3 Jahre und 1 Monat, seit Juni 2021
Data Scientist
Grid Dynamics
7 Monate, Dez. 2020 - Juni 2021
Data Scientist
Sberbank
• Developed a model of product demand elastisity based on price and market indicators • Designed a model for loan margin recommendation based on industry and segment as a baseline for managers • Performed customer segmentation and clustering • Provided data-driven insights on business growth and opportunities • Collected data from multiple sources, performed cleaning and exploration, created reports
• Implemented, deployed and maintained models for retail recommendations • Developed data processing pipelines with pyspark, azure and pandas • Developed a GraphQL backend using Aiohttp, Tartiflette, PostgreSQL and Docker • Developed a REST API using FastAPI and Gino/SQLalchemy for PostgreSQL to store data for AWS pipeline orchestration systems • Developed, automated and maintained unit and integration tests with pytest • Participated in mentoring and giving lectures to Python internship groups
Ausbildung von Aleksandr Smetanin
1 Jahr und 4 Monate, Sep. 2019 - Dez. 2020
Algorithmic Bioinformatics
Bioinformatics Institute
1 Jahr und 11 Monate, Sep. 2018 - Juli 2020
Applied Mathematics and Computer Science
ITMO University
3 Jahre und 11 Monate, Sep. 2014 - Juli 2018
Applied Mathematics and Computer Science
ITMO University
Sprachen
Englisch
Fließend
Russisch
Muttersprache