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Eugene Sergeevich Muzalevsky's Projects

bank-simulator icon bank-simulator

Simulator of bank, realized work with debit/credit cards, deposits and physical/juridicial clients. Interface part realized on WPF, used local MS SQL Server for data storage.

book-store-simulator icon book-store-simulator

Book store simulator. Realization add/remove/update operations with books/documents/clients and other entities. User interface - WPF, data storage - MySQLServer.

coronary-heart-disease-analysis icon coronary-heart-disease-analysis

Coronary heart disease analysis, dataset - https://www.kaggle.com/datasets/billbasener/coronary-heart-disease. For analysis i used: k-means clustering, k-neighbors classifier, decision tree classifier. Libraries: scikit-learn.

dental-caries-analysis icon dental-caries-analysis

Dental caries analysis. For analysis i used: k-means clustering, k-neighbors classifier, decision tree classifier. Libraries: scikit-learn.

disk-benchmark icon disk-benchmark

Program test hdd or ssd on main parameters (read/write/copy speed and other). Console user interface.

django-rest-framework-authtoken icon django-rest-framework-authtoken

Realization of native token authentification on django rest framework. Done: auto expire token, delete expire tokens with celery, number of valid tokens regulation. Project based on https://github.com/wichmannpas/django-rest-authtoken.

graph-editor icon graph-editor

Graph editor with standard functional (add/remove edge/vertex and search of the shortest way algorithm (dijkstra). Interface part realized on windows forms.

hardware-parser icon hardware-parser

Parser of hardware data from the following websites: PcPartPicker (parsed: all images, prices, specifications, ratings), UserBenchmark (parsed: all FPS data and parts data with tests), Techpowerup (parsed: all gpu, cpu, ram db's), DNS and CITILINK (parsed: prices and availability information).

investment-calculator icon investment-calculator

Simulator of stock exchange, have chart's of most popular stocks and currencies (parsing of non official sites). Interface part realize on windows forms.

kinopoisk-reviews-sentiment-analysis icon kinopoisk-reviews-sentiment-analysis

Sentiment analysis of kinopoisk (https://www.kinopoisk.ru/) reviews. For analysis i used: classification methods (random forest, svc, k-neighbors) neural networks (lstm, mlp).

links-parser icon links-parser

Program take all links from html page and write them in console.

mental-health-test icon mental-health-test

Analysis dataset of mental health (tech survey). https://www.kaggle.com/datasets/osmi/mental-health-in-tech-survey

northwest-corner-method icon northwest-corner-method

Realization of northwest corner method to solve transportation problem. Output in .txt file. In the code, Russian comments.

pc-config icon pc-config

The WPF client application implements the configuration of a personal computer and the ability to view all hardware available on Ethernet and other information about domain.

rework-material-design icon rework-material-design

Rework of library Material Design. Added: masked text box on base outlined textbox, auto suggest box with native functional. Realized functional for adding icon buttons into textboxs and similiar controls, that buttons support binding and you can use several such buttons at once for one control. Realized example of controls validation.

stroke_analysis icon stroke_analysis

Stroke analysis, dataset - https://www.kaggle.com/datasets/fedesoriano/stroke-prediction-dataset. For analysis i used: mlp classifier, k-means clustering, k-neighbors classifier. Libraries: tensorflow, scikit-learn.

supermarket-simulator icon supermarket-simulator

Simulator of supermarket, have realization of add/remove/update products/waybills/certificates and other entitites. User interface - WPF, datastorage - MySQL Server.

tic-tac-toe icon tic-tac-toe

Tic tac toe game on WPF, with realization of local play for two players (tcp-ip).

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