AI Engineer in Warsaw, building LLM-powered applications and agentic systems.
8+ years across ML, VFX production, enterprise data, and software architecture. Now focused on context engineering, agentic AI, and bringing research into production.
🧠 llm_coach — AI coaching app with multi-layer memory (working/episodic/semantic), structured CoT via Instructor, LLM-as-Judge evaluation (14 criteria), OAuth, pluggable persistence. Python, FastAPI, React.
🔍 choose-model — CLI that fetches models from OpenRouter, filters by price, benchmarks for latency & capability across 3 tiers. Rust.
🔄 simpla_loop — Educational framework for agentic loop patterns (ReAct, Plan-and-Solve, Reflexion). Clean abstractions, full type annotations. Python.
- Senior ML Engineer @ Pixomondo (2023–2025) — NeRFs & Gaussian Splatting for VFX
- Data Engineer @ Boehringer Ingelheim (2018–2022) — ETL, forecasting, automated reporting
- Software Architect (2012–2017) — APIs, ML solutions; founded Ordys (SaaS, 8 years)
- PGCert Software Engineering — University of Oxford