QuantumKuba

`> whoami`

I'm Jakub, a PhD researcher in Artificial Intelligence. I study how retrieval changes the behaviour of language models — and how we can build AI systems that are more reliable, auditable, and useful to people.

research_focus = [retrieval-augmented generation, LLM evaluation, AI safety, information retrieval]
currently_building = [DeRAG, agentic RAG systems, practical AI tools]
principle = "Measure carefully. Explain clearly. Ship responsibly."

🔭 Research compass

Retrieval-augmented generation and search
Bias, robustness, and safety auditing for LLMs
Human-centred evaluation of AI systems

🧪 Builder mode

Research tooling and reproducible experiments
Full-stack prototypes for real users
Open-source systems at the edge of AI and retrieval

Selected build trails

_{NLS-RAG · retrieval research}

_{obsidian-brainhack · knowledge tooling}

Toolkit

Research telemetry

Why these metrics?

The cards above are regenerated daily by GitHub Actions using lowlighter/metrics. They deliberately show a small, readable view of activity, languages, and contribution rhythm rather than turning the profile into a wall of dashboards.

Interested in trustworthy AI, retrieval, or a research collaboration?
Find me on GitHub →

Navigation Menu

QuantumKuba

Achievements

Achievements

Highlights

Block or report QuantumKuba