Auditable Fair-ML Policy Lab
I rebuilt candidate pre-screening as an auditable policy lab that connects data identity, validation-only policy search, uncertainty-aware governance, strict service contracts, and monitoring.
Read the case studyWhat to look for
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Separate model fitting, policy selection, and held-out measurement.
- 02
Follow the evidence from the data to the governance verdict.
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Read the evaluation limits alongside the results.
