Inioluwa Deborah Raji
Algorithmic Auditing Fellow at Mozilla & CS PhD Candidate at UC Berkeley
Verified Proof of Work Artifacts
2 items catalogedEach artifact below represents an authenticated research publication, production code repository, or technical architectural framework directly authored or co-created by Inioluwa Deborah Raji. Every entry undergoes editorial source verification.
Outsider Oversight: Designing Independent External Audits for Deployed AI
An influential empirical paper by Deborah Raji examining the methodology and systemic impact of third-party external audits on proprietary machine learning systems deployed in criminal justice and hiring.
External audit methodology; access to internal training datasets is often obstructed by commercial trade secrecy.
Mozilla Foundation / UC Berkeley: Enterprise AI Risk Management & Governance Framework
A structured governance and compliance methodology authored by Inioluwa Deborah Raji at Mozilla Foundation / UC Berkeley, establishing organizational guardrails, vendor evaluation criteria, and model validation standards for enterprise adoption.
Strategic governance advisory framework; regulatory compliance requirements must be validated against regional legal statutes.