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Hello! 👋

My name is Josef Ondrej and I enjoy building useful mathematical and machine learning models.

I have a solid background in mathematics ➗, particularly in statistics and probability theory, from my studies at the Charles University in Prague. But besides solving math problems I also certainly do not shy away from scraping data, digging into it and writing well tested ✅ production code with CI/CD pipelines and monitoring 🖥 -- skills that I gained while developing and operating the Watson Assistant Autolearn feature at IBM.

I also spent a couple of years promoting the use of MLOps at sports betting company ⚾ Tipsport mainly using Jenkins, Docker, OpenShift, ArgoCD, MLFlow and Helm Charts while also developing models for predicting sports matches outcomes in Tensorflow and PyTorch.

My language of choice is Python 🐍 (in which I developed a few small libraries and projects like Snax, Transplants, SVGecko, API-Watchdog and GlucoScan) but I have also worked a lot with Java and have some experience also with R, JavaScript, Groovy (for Jenkins plugins), C# and a few others. I can also manage some basic web development (React, HTML, CSS) if needed.

In my free time I enjoy climbing and hiking in the mountains ⛰️.

For more information you can check out my CV or website or feel free to contact me.

Josef Ondrej's Projects

snax icon snax

The truly lightweight feature store. Heavily inspired by feast

sutton-exercises icon sutton-exercises

Exercises from Sutton, S. Richard; Reinforcement Learning: An Introduction

svgecko icon svgecko

Lightweight library for arbitrary geometric SVG transformations

swiss-municipalities icon swiss-municipalities

Small utility that helps to determine in which municipality lies a point given by it's latitude and longitude

tetris-rl icon tetris-rl

Trying to solve the game of Tetris using reinforcement learning

ttnet icon ttnet

Unofficial implementation of "TTNet: Real-time temporal and spatial video analysis of table tennis" (CVPR 2020)

weeks-in-life icon weeks-in-life

A simple web app that shows weeks passed in life given a birth date

yaml-formatter icon yaml-formatter

Small utility that makes the kubernetes deployment yaml files more human readable

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