Andrii Yerko's Projects
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Console "Conway's Game of Life" for Windows made with C/C++ using "windows.h" as first year coursework. Not the best style of coding, but it was one of my first projects
6/12 solution for the CSC Hackathon 2021 email opening predicting task. The created model was the Logistic Regression trained on subject Bag of Words and few other features.
CSC Hackathon 2023 solution for LUN.ua task
Experiments with measuring system energy consumption and performance on HEPScore Benchmark, and its relationship with CPU frequency
Back-end part of the "Frog farm" project, a server that provides WebSocket connection and RESTful API. Implemented with Flask, Flask-RESTful, Flask-Socket and SQLAlchemy
Experiments with basic GANs on PyTorch and attempt to generate frogs images using them.
A simple Go http api, which allows to get a BTC to UAH exchange rate, and send it to subscribed emails. Also was my first experience with Go
Second year coursework. Simple linear classification AI for the classic "snake" game, learned by genetic algorithm. Made with Java
Hack4Retail hackathon solution by "Tsina Tyzhnia" team
Labs for "Intelligent decision-making systems" university course
"intelligent data analysis for business analytics" course labs
university project
WebUI as a static website with Flask and a PostreSQL database
Labs for "Highloaded distributed computing systems" university course. Docker, Performance testing, MongoDB, Hadoop, Spark
Hometasks for the "Intelligent decision support systems" course, 6 sem, IASA, KPI. Covers basic deep learning: activation functions, optimization algorithms, CNN, Autoencoders, RNN.
Hometasks for the "Numerical Methods" course, 5 sem, IASA, KPI
A repo for "Testing and Development" course hometasks, KPI IASA 2020
Attempt to come up with Vowpal Wabbit for the classic task of IMDB reviews sentiment classification + web API for model.
State-of-the-art 2D and 3D Face Analysis Project
solution by Team GARCH
Some of my Linux configuration and utils
Rule-based agent for Lux AI S2 2023 Kaggle competition. 76th place on the leaderboard, bronze medal
Simple command to backup a Notion workspace