Hi, I'm Szymon Rogalski.

High school student based in Wrocław, Poland, focused on machine learning.

// achievements

Laureate, 3rd Polish AI Olympiad (my stage 1 solutions).

Secured a guaranteed spot at ISIM (Individual Studies in Computer Science and Mathematics, University of Wrocław), starting 2027/2028.

// projects

esp-lm: a 3M-parameter recurrent language model, quantized to run entirely on an ESP32-C3 with no FPU.

rwkv-triton: RWKV-7 built from scratch with a hand-written Triton kernel and a manually derived backward pass.

minicraft: a 3D block-game engine written in Kotlin, no engine, with a hand-rolled raycasting renderer.

// what i build

Drawn to understanding systems at the mechanism level: deep learning first, with game dev and embedded systems as recurring side interests.

// stack

Python + PyTorch for machine learning. Go and TypeScript for AI tooling and side projects. Kotlin and Java for app development. C and C++ for embedded systems.

// goal

Aiming for a career in machine learning research.

Find me on GitHub, or email me at rogalski [dot] szymek [at] gmail [dot] com.