Simple Complexity

Welcome!

Simple Complexity is a blog on mathematics and software. The name captures the idea that the main value of theory is an increase in clarity and understanding.

I'm Samuel Belko, a Machine Learning scientist working on industrial optimization problems. I have a mathematics background from TU Munich, with a focus on optimization and machine learning.

The topics are driven by my curiosity, revolving around ML and optimization theory, software design, discovering the right abstractions in applied settings.

If something here resonates and you have a related problem or question, I'm happy to talk. You can send me an email at samuelbelko@pm.me or connect with me on LinkedIn.

CC BY-SA 4.0 Samuel Belko. Last modified: June 07, 2026. Website built with Franklin.jl and the Julia programming language.