Regular Employment
Data Science and Consulting at the University of Georgia, Tbilisi
When: December 2017 - present
Employer: The University of Georgia, Tbilisi
My Role: I've been using data programming and analysis, as well as giving qualitative advice, to help the university with its development strategy and HR.
Tools: Python, Django, Pandas, Selenium
Improving the university's academic indicators and overall success.
Scientific Article
Showing Extreme Imprecision in Country Scientific Output Assessment
When: May 2019 - January 2020
Publisher: Scientometrics (Springer Journal)
My Role: Solo project - from research hypothesis to data aggregation and analysis
Tools: Python, Pandas, Selenium, R
In this article I demonstrate that traditional scientometric indicators inflate some countries’ scientific impact over 10 times. The research was published by a top international journal in the field.
Data Journalism, Data Project
Scientific Ranking of Georgian Universities
When: January - February, 2020
Publisher: Forbes Georgia
My Role: Solo Project - Data Scientist, Data Journalist
Tools: Python, Pandas, Google Sheets, Selenium
The project encompassed devising and programming a ranking algorithm,
gathering and processing the required scientometric data,
and producing the actual rankings of the Georgian universities
(both overall and domain specific).