I'm a social data analyst working at the intersection of data science, AI integration, and sociopolitical research. I build reproducible studies — open data, validated methods, robustness checks, honest limitations — on questions like how the press frames African elections, where internet shutdowns cost the most, and how violence and displacement move through a conflict. I also build the open-source tooling that makes that kind of analysis repeatable: graph-investigation workbenches and retrieval systems for reading social dynamics out of text. Based in the Netherlands. Python-first, provider-agnostic by design. That's the full-strength version. It opens with the identity, names>