Hi, my name is Marek.

• 🇸🇰 I live in a small country in the heart of Europe, Slovakia
• 💻️ I work as a software developer
• ❤️ I really like programming & science
• 🖋️ I write a blog that probably no one reads
• ⌛ In my free time...
  • 📖 Read books
  • 🏋️ Exercise with kettlebells
  • 🎮️ Play videogames
  • 🖋️ Practice calligraphy

Here are few of my personal projects:

• Monte Carlo Simulations
  • A collection of various code that I've use during my scientific career
  • Includes my implementation of the Metropolis Algorithm for the Ising model on the vertically stacked 3D and 2D kagome lattice with general spin-$S$, including $S=\infty$ in CUDA parallel programming framework
  • Written in CUDA, C++, and Matlab
• KMeans
  • My implementation of KMeans clustering algorithm from scratch
  • Written in C++
• YATL - Yet Another Todo List
  • A simple single-user web app to manage your tasks
  • Written in: Python, Flask framework, Jinja2 template engine, SQLite3, (very simple) CSS and HTML
• Arxiv Search
  • A simple script to search scientific papers on Arxiv and download them
  • Written in Python, uses BeautifulSoup4 to scrape XML responses from Arxiv API
• Wine quality prediction
  • A beginner data science project (regression)
  • Goal is to predict quality of a wine sample on the scale from 0 to 10
  • I've employed a couple Sklearn regressors and compared their performance
  • I've used: Python, Jupyter Notebook, Sklearn, Seaborn and Matplotlib
• Stellar classification
  • A beginner data science project (classification)
  • Goal was to predict the star type
  • The execution times and accuracy of several sklearn classifiers was compared
• Crypto prices
  • A simple script that fetches buy and sell prices of a couple of selected crypto currencies using Coinbase API
  • This way you can watch how bad your investment in crypto was from the comfort of your terminal
  • Written in Python
• Scraping historical prices of crypto
  • A web scraping project to obtain historical prices of crypto from CoinMarketCap
  • Written in Python, uses BeautifulSoup4
• Blog in Java
  • A simple Java project using Spring-Boot and MongoDB

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