Explore
Transform raw data and open questions into understandable structures.
Independent digital lab
A growing collection of interactive applications, analytical experiments and practical tools designed to turn complex information into clear experiences.
Selected work
Choose a project to see its focus.
Working principles
Each project starts with a real question and grows into a focused, testable interface. The site follows the same principle: reusable components, a single project data source and minimal duplication.
Transform raw data and open questions into understandable structures.
Build practical tools that can be tested early and improved continuously.
Reduce friction through deliberate interaction and accessible design.
Open development
Selected technical work is gradually being documented on GitHub. I am also developing my own R package as an evolving personal toolkit for reusable analysis, interface and workflow components. The package is currently in development and should be treated as experimental rather than as a stable release.
Portfolio
Visit the full portfolio for selected case studies, technical background and future publications.