KAROL KARNAS
Developer • Creator • Systems Thinker
Exploring patterns across code, art, and life.
After a year of intense learning, I transitioned into development. I search for patterns and root causes in seemingly unrelated fields.
I try to think in systems. I'm fascinated by both high-tech and art in its broadest sense.
In the past I worked with photography, film, and philosophy. Now I'm combining all of it in The Brain project.
The Brain is a recommendation system that finds connections across domains — books, films, music, philosophical concepts, and code.
The Brain
A recommendation system designed for learning, not addiction.
Social media algorithms ask: "What keeps them scrolling?"
The Brain asks: "What helps them grow?"
Instead of optimizing for engagement, it uses vector similarity search to find meaningful connections across all domains: books, films, music, philosophical concepts, programming languages, and art.