I am a junior data scientist, studying at Bauman Moscow State Technical University. I have already learned how to analyze data using python and work with BI tools. I have also worked with databases using MS Access and MySQL. At the moment I am studying machine learning and neural networks.
| Project Name | Description |
|---|---|
| Lungs classification | Lungs classification into 2 classes: healthy and pneumonia. 91% accuracy |
| Computer vision makeup selection | A Python program using OpenCV, which provides the ability to interactively select makeup from a given set and overlay in a video stream from a video camera in real time. |
| Streamlit model training | Demonstration of machine learning models using web application |
| HH.ru vacancies analysis | Analysis of vacancies with use of hh.ru OpenAPI |
| Time series | Time series analysis and forecasting |
| KNN | Preparation of training and test samples, cross-validation and selection of hyperparameters on the example of the nearest neighbor method. |
| Decision trees | Linear models, SVM and decision trees |
| Ensembles | Ensembles of machine learning models |
| Exploratory data analysis | Data exploration and visualization |
| Processing of data | Processing of data gaps, coding of categorical features, data scaling. |
| YouTube video analysis | Data Optimization, data Cleaning, data Processing, hypotheses and visualization |
| Game sales analysis | Data analysis and visualisation |
| Predicting telecom churn | Predicting behavior to retain customers. Analysis of all relevant customer data. Training random forest model |