Alexandr Burakov
bursasha
🖥 Data Science & AI | MSc student at CTU FIT Prague
Languages
Repos
27
Stars
10
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0
Top Language
Python
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Top Repositories
Advanced programming and algorithmization in C++ ⚔️
ML scientific job orchestration platform: FastAPI API, Celery Worker, PostgreSQL DB, RabbitMQ broker, and React frontend for spectral analysis, Sklearn data preprocessing, and Tensorflow active‐learning workflows 🪐
Matrix calculator in C++ using OOP, polymorphism, STL, parsers, variety of algorithms 🧮
A robust backend API for managing university classroom reservations, built with Python, Flask, SQLAlchemy, and Docker, ensuring efficient database interactions and seamless containerized deployment 🏫
Projects and certificates from a machine learning course focused on TensorFlow and Keras, covering neural networks, CNNs, NLP, and time series analysis 🧠
Landing page with adaptive layout using HTML, CSS, JS 🚘
Repositories
27Advanced programming and algorithmization in C++ ⚔️
ML scientific job orchestration platform: FastAPI API, Celery Worker, PostgreSQL DB, RabbitMQ broker, and React frontend for spectral analysis, Sklearn data preprocessing, and Tensorflow active‐learning workflows 🪐
Binary classification preprocessing benchmark for auto-insurance data: binning/discretization + Random UnderSampling & SMOTETomek + feature transformations/engineering + PCA dimensionality reduction + evaluation with Logistic Regression & Histogram Gradient Boosting 🚗
Cleaning & preprocessing pipeline for The Met Open Access dataset: consistency/integrity checks + feature engineering + LOF-based outlier detection + KNN imputation for missing values 🌅
Binary classification project on the Titanic dataset: data preprocessing, feature engineering, visualization and Decision Tree + k-NN models 🛳️
Regression analysis project predicting life expectancy with data preprocessing, feature engineering and Ridge Regression + Random Forest + AdaBoost models 📈
Multi-database comparison project: PostgreSQL vs Redis vs Cassandra using the same Formula 1 dataset (modelling, ETL, analytics, Docker) 🗄️
Matrix calculator in C++ using OOP, polymorphism, STL, parsers, variety of algorithms 🧮
Matrix calculator only for 2 matrices in C++ using OOP, polymorphism, STL, parsers, variety of algorithms ⌨️
A robust backend API for managing university classroom reservations, built with Python, Flask, SQLAlchemy, and Docker, ensuring efficient database interactions and seamless containerized deployment 🏫
Projects and certificates from a machine learning course focused on TensorFlow and Keras, covering neural networks, CNNs, NLP, and time series analysis 🧠
A multithreaded TCP server in Python for client-robot authentication, navigation, and message retrieval 🤖
Cryptographic techniques using C++ and OpenSSL, covering encryption modes, hash functions, hybrid encryption, and various cryptographic concepts 🔐
Complete statistical analysis of cavy lifetime dataset using Python, Pandas, NumPy, Matplotlib, and SciPy to explore, visualize, and infer the impact of bacilli infection on cavy lifetimes 🦫
Advanced SQL, covering Oracle PL/SQL and PostgreSQL PL/pgSQL with phases on using procedures, functions, triggers, query optimizations, packages, and Docker server setup 💡
Scalable MongoDB setup for analyzing F1 2018 season dataset using Docker, Replication, and Sharding technologies 🏎️
Landing page with adaptive layout using HTML, CSS, JS 👨🏼⚖️
Landing page with adaptive layout using HTML, CSS, JS 🚘
2D Game in Pygame with plenty of mechanics 🎮
A Java game leveraging most fundamental language concepts and utilizing the JavaFX framework 🕹️
Analysis of socio-economic and climatic data in the USA (1975-2020) using Apache Spark and ELK Stack 🌍
Programming and algorithmization in C ⚙️
Programming and algorithmization in C++ 🖥
Movie Recommendation System based on the Spearman's rank correlation 🎞️
PostgreSQL database with create script, insert script, queries, and description 📑
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