I have experience working with Python libraries such as numpy, pandas, scipy, matplotlib, scikit-learn and others. I have solid knowledge of Object-Oriented Programming principles and the ability to implement them in practice. Additionally, I am proficient in SQL, web crawling with Requests and BeautifulSoup. I have expertise in data preparation, exploration, and visualization. I am well-versed in the application of machine learning algorithms, such as principal component method, least square method, linear regression, gradient descent, k-means method, logistic regression, decision trees, and random forests, as well as in the use of linear algebra, probability, and statistics. Furthermore, I am familiar with basic concepts of git, as well as with the use of Jupyter Notebook, Visual Studio Code, Google Colaboratory. Finally, I have intermediate level English proficiency.