Projects

Example of heavy model deployment with celery, redis and FastAPI, model kakaobrain/align-base is used.

Search YouTube videos and their context using FAISS RAG and llama3.1:8b.

Lightweight reinforcement learning python library.

Wondering where you and your friends should up without travelling too much? This app is for you then.

Generate meme with GPT-4o and Dalle

Summarize PDF using LLM and langchain

Using astro framework I created a climbing cookbook (still work in progress).

A practical shell command for generating images of LaTeX equations.

A CLI tool for processing data with LLMs, a wrapper for API.

A simple bash script to use wttr.in + openai to produce spoken weather prognosis from terminal.

Project that regularly checks updates in ISO-3166 list.

Rock, Paper, Scissors with TensorFlow.js, Next.js + Vercel. Training in the browser.

Advent of Code 2023 in Rust and Golang.

I wanted to test if we can get some performance boost when using Rust with LigthGBM.

Benchmark your server for typical data science tasks.

Is it possible to fit Logistic Regression model with SQL? The answer is yes, if you wonder.

What if you let VAE to learn the representation of candle and then you will start moving slowly in the latent space?

Not the most efficient way of solving Polyomino.

Generated GPT-3 stoic quotes served with rust REST API.

My whole repository for master thesis.

This year I decided to learn Rust syntax on AoC.

Library for the numerical simulation of open quantum systems.

Performing slowloris attack on Apache server example in Docker and mitigation with iptables.

An app for piskvorky.jobs.cz challenge.

Examples of a selenium scraper service in python and C# with Redis, Flask API and Ngrok.

This year I decided to solve AoC in Julia.

Alpha beta pruning method for board game Eclipse (by Gigamic) written purely in python.

Simple examples of time evolution with quantum harmonic oscillators.

A package that estimates the uncertainty of least squares fit parameters with Monte Carlo.

Python program using Qt framework for labelling photos.