Working in AI since 2007.
scrollI work on AI and data systems — from the infrastructure up to what runs on it. FreeBSD was my main OS as a kid, and the terminal has been home ever since. PhD in quantitative behavioural finance — data mining on investors' cognitive biases, a thread that runs straight to FunduszAI. I've worked across financial markets, banking and industry. Earlier, a few years as a touring rock drummer — they still turn up in my AI work.
An experiment in AI-driven equity analysis on the Warsaw Stock Exchange. For each stock, a panel of AI agents argues it out — news, technical, fundamentals, macro, bull against bear — and settles on a position with a confidence level, then scores its own calls over time. A public test of what current AI can and can't do in real markets. Not investment advice.
The systems that sit underneath AI products in financial services — data pipelines, compute, and the parts that have to keep running once the demo is over. Most of this work is under NDA; FunduszAI is the piece I can show in the open.
A business podcast in Polish — on Spotify, YouTube and Apple Podcasts — that I host. Long-form conversations with people building and running things in tech and business, about putting AI and new technology to practical use: real problems and what actually works, not theory.
Not a beat generator and not a robot arm — an AI you talk to that builds, tunes and plays real drum hardware. Most music AI just makes audio; this one drives a physical instrument from plain conversation. Telling it what you want replaces hours buried in menus.
PhD in quantitative behavioural finance, awarded with distinction.
Doctoral dissertation recognised in the national NTIE competition in economic informatics, 2014.
Two-time winner of Digital Ars, Poland's first AI-art competition (DigitalPoland) — the open-category piece, "AI painting with the drums", a GAN that paints in real time to live drumming.