Posts tagged
#deckname
· 5 min read
Finding German Names in Legal Text: Why Capitalization Fails You
German capitalizes every noun, which quietly destroys the easiest signal for detecting names. How custom recognizers, an eval harness with hard CI gates, and treating a score scale as a contract got German person recall from 0.86 to 1.0.
· 4 min read
Finding a Niche for a Privacy Tool: From Zero-Knowledge Notes to Law Firms
A side project that started as an encrypted knowledge base and ended as a pseudonymization gateway for small law firms. The dead ends, the one contradiction that killed the first idea, and why honest wording beat a bolder claim.