Data Scientist / ML Developer
Nov 2014 - Mar 2016 (1 year 5 months)
BMS Practic
IT-consulting / Services / Equipment Manufacturing
●
Consulting and solving business problems for customers, as well as optimizing their business
processes using machine learning and data analysis algorithms.
●
Extracting data and generating new features for prototyping and building machine learning
models from existing databases. If the data for some reason is not enough or they cannot be useful,
then the organization of processes for collecting new data.
●
Examples of solving problems: regression analysis of real estate prices in the new building to
identify the best options for investing, forecasting product sales in order to make the optimal amount of
warehouse stocks in the glass industry. selection of optimal agricultural land for landing on the field with
optimal conditions for this.
Data Scientist
Jul 2014 - present time
ModnaKasta
Internet
Responsibilities:
●
predictive analytics, machine learning, deep learning, statistical learning;
●
automation, scripting, data pipelining, ETL;
●
web scraping;
●
web / app tracking
Using tools:
Python, Docker, Scikit-Learn, Tensorflow, QlikView, SQL, JavaScript
Head of Analytical division
Mar 2014 - Jul 2014 (5 months)
KOLBIKO, LTD. (http://www.kolbiko.com.ua)
Responsibilities:
●
building reporting systems
●
KPI system development
●
forecasting