I build systems that combine Python, LLMs, and real data — usually to automate something that takes humans too long. I also work as a database migrations dev.
Based in Warsaw. Automotive Mechatronics Engineering graduate from Warsaw University of Technology. Heading into quantitative finance.
Currently interested in:
- Agentic pipelines that are observable, idempotent, and honest about their failure modes.
- Systematic trading and backtesting (the hard kind — costs, look-ahead bias, walk-forward).
- Useful applications of structured-output LLM calls in real workflows.
Open to conversations about quant, AI engineering, or both.