Independent researcher and software maintainer building open-source AI governance infrastructure. Creator of BiasClear and the Persistent Influence Theory (PIT) framework, published on SSRN and Zenodo with a DOI. BiasClear is maintained as a solo public-interest project without institutional backing.
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