Factual researcher · sources, context & verification

I'm an independent researcher and builder with a particular interest in factual stories that turn out to be stranger, more complicated, or more interesting than they first appear.

Through LossyInfo, I research claims, trace information back to original sources, and develop source-backed research records for creators. I look for overlooked details, unexpected connections, and compelling story angles without sacrificing accuracy. I also review scripts for factual weaknesses, missing context, and claims that go beyond the available evidence.

My other projects reflect the same curiosity from different directions. With NostalgAI, I work with historical Usenet archives, turning old online discussions into structured datasets. I also created A2APark, an interactive environment where AI agents navigate challenging scenarios and their decisions are evaluated. Both projects involve investigating unfamiliar subjects, organizing complex information, and making it accessible or useful to others.

I'm particularly interested in documentary, history, science, technology, culture, and educational content. I can help creators discover promising topics, develop research-backed story angles, investigate unusual claims, and strengthen scripts before production.

I work independently, enjoy digging into difficult subjects, and have published examples of my research and projects in my portfolio.