Dominik Mańka

👋 Hi, I'm Dominik My primary engine is curiosity. A deep need to understand systems from the ground up shapes how I learn and build. I'm self‑taught and consistently set higher standards for my development. Mathematics is my primary language — I use it to model phenomena and their mechanisms through code. I don’t limit myself to a single direction. When I learn, I go end‑to‑end — from first principles to implementation — and I don’t leave space for loose ends or vague understanding. I care about clarity, rigor, and testing ideas in practice. These are the areas I’m most drawn to right now: neuroscience‑inspired AI 🧬 machine learning 🤖 agent systems / agentic workflows 🕸️ programming languages 💻 physics engines & simulation 🌌 distributed systems, networks & graph structures 🌐 Right now I’m building a job‑market scraper to analyze demand and tech trends in Poland. I’m also looking for open‑source projects around AI agents, LLM frameworks, or RAG systems.