Position: Data Scientist / Machine Learning Engineer
Category: Data Science
English level: upper
Years of experience: 1.5

Int20H 2021 Online Hackathon 3st place in the Data Science category
1) Machine Learning BaseCamp(February - June 2021)

2) Diploma work: Тhe most influential information ("words" in google
searching) were highlight. Using ML models (Linear Regression,
XGboost, Random Forest, Extra Trees for non stationary time series),
exponential weighed average, weighted average, lags. Bitcoin
prediction for 1 day.

3)  Binary classification problem:
Exploratory data analysis. Comparing dimensionality reduction with PCA(choosin different variation value), LDA, correlation range(Pearson and Spearman) and comparing. Balanced data set(removing from the sample). Working with outliers(define and delete). Comparing results from trained models. 

4) Object recognition course at university
Supervised multilabel classification. Data augmentation. Training models using ML and DL.

5) Time series analysis using math model and comparing their (AR, ARIMA, ARCH, GARCH models).