ModelPassport — AI Bias Certification

Run an Audit

Model Name

Organization

Domain

Target Column

Protected Attributes (comma-separated)

Dataset CSV *

Click to upload dataset CSV .csv format required

Model File (optional — we'll train a RandomForest if omitted)

Click to upload model (.joblib / .pkl) sklearn model serialized with joblib

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Overall Score

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/ 100

Data Forensics —

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Stress Test —

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Fairness Metrics —

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Gemini Governance —

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Gemini Governance Narrative

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Audit Warnings

Remediation Checklist

Verification URL

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