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Hello! 👋

My name is Mikhail Astashonak and I am a Computer Science student/Junior Data Analyst/Beginner Machine Learning engineer.
I'm from Brest, Belarus 🇧🇾 and currently living in Saint-Petersburg, Russia 🇷🇺

Mikhail Astashonak's Projects

akita-ai icon akita-ai

Intro in recommendation systems: theory and practice.

dexvision icon dexvision

Computer vision convolutional neural network for Pokemon species classifying. Current state: test accuracy - 78.9%.

digitsclassifier icon digitsclassifier

Convolutional neural network for classifying handwritten digits from MNIST dataset.

easy-js icon easy-js

📦Collection of easy and little JS-projects📦

flask-grpc icon flask-grpc

Syncronous gRPC microservice. It is able to transfer Strings, NDArrays and Images using Protocol Buffers

labs-pa-23 icon labs-pa-23

репозиторий для выполнения лабораторных работ по курсу "Параллельные алгоритмы" студентами каф. МОЭВМ ЛЭТИ

mediastore icon mediastore

Simple store. HTML, CSS, REACT.JS, REACT-ROUTER, REDUX.JS

medicalcost icon medicalcost

Performing EDA and building a model to predict medical costs billed by health insurance.

mikechat icon mikechat

Simple real-time chat (NodeJS, Socket.Io)

programmerssalaries icon programmerssalaries

Performing EDA and building ML model for prediction programmers salaries using their resumes.

stepikdropout icon stepikdropout

Learning EDA basics and building random forest ensemble model for predicting Stepik course drop-out. ROC-score (Stepik record): 0.81.

titanicsurvivors icon titanicsurvivors

Learning data features and gradient boosting usage with Titanic disaster data. Best Kaggle score: 0.77

todoevolved icon todoevolved

Evolved to-do react application. HTML, CSS, REACT/REDUX.JS

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