Position: Data Scientist
Category: Python
English level: intermediate
Years of experience: 0

Bachelor of Computer Science at Institute for Applied System Analysis at Kyiv Polytechnic Institute (2021);
Python online courses on Stepik (2019);
Genesis & KSE Product School (2019);
Intro to machine learning (online) in HSE University (2020);
Machine learning (online) in Stanford University (2020);
Educational Project "Classification of vacancies on job search platform"
• Scrapped almost 10000 vacancies in Ukrainian, Russian and English of legal and IT jobs;
• Used Word2Vec Model from gensimpackage to look for most similar words in the corpus and created a taxonomy;
• Made conclusions about how vacancy attributes influence the speed of its closing and the impact of the COVID-19 crisis.

Diploma project "System for forecasting the projects results on the Kickstarter platform"
• Created and trained different machine learning models and compared their quality on the previously preprocessed dataset, obtained from the crowdfunding platform Kickstarter;
• Used predictions from models and dataset analysis to make conclusions about the work of a crowdfunding platform in depth;
• Developed a simple Flask app to visualize prediction of the campaign's success.