Position: Data Scientist
Category: Data Science
English level: fluent
Years of experience: 1.5


Hi, my name is Kostya, and I am a student at the University of Applied Sciences Zwickau, Germany of the study program "Data Science".

As a member of the Data Science research group, I have been heavily involved with Python programming, including collaborating with the other staff members and doing such projects as:
• developing a python library to deal with supervised learning problems
• doing semantic segmentation model for the hospital in Germany
• prediction of COVID patient admission to the ICU
• fine-tuning a language model to create custom embeddings
• predicting a 2-week sales of the online shop for a competition

Programming skills:
Python++++
Git, Docker, Matlab+++
SQL, Java, VisualBasic, HTML ++
Comprehensive documentation, reproducibility, and other good software engineering practices.

DS libraries:
Tensorflow, Pytorch, pandas, numpy, scipy, scikit-learn, stable-baselines (RL), xgboost, segmentation-models-pytorch, transformers, multiprocessing, threading, matplotlib, seaborn, plotly, beautifulsoup, regex, requests, flask

Models and Methods:
Data Cleaning and Preparation, Data Visualisation, Linear models, KNN, DNN, CNN, Decision trees and Random forests, Sequential models, Hyperparameter optimization, Ensemble methods, Clustering, Dimensionality reduction, Feature cleaning, Reinforcement learning, Computer vision.

Also, I would be happy to work on research & development projects.