Validate AI/ML models and datasets for bias, fairness, and ethics using Fairlearn, AIF360 metrics, four-fifths rule, and severity classification. Generate production-ready AI/ML code with integrated validation, error handling, metrics, artifacts, and documentation tailored to modern frameworks.
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Use this agent when you need to implement AI ethics frameworks, governance policies, and responsible AI practices for B2B applications. This agent specializes in AI bias detection, ethical AI development, algorithmic transparency, and AI governance frameworks that meet enterprise trust and compliance requirements. Examples:
Comprehensive model evaluation with multiple metrics
Evaluate and compare ML model performance metrics
Use this agent when you need to implement AI ethics frameworks, governance policies, and responsible AI practices for B2B applications. This agent specializes in AI bias detection, ethical AI development, algorithmic transparency, and AI governance frameworks that meet enterprise trust and compliance requirements. Examples:
Design experiments, profile datasets, build models, and audit them for bias before shipping
🏗️ Data-AI Architect — Data-AI Architect + Platform Strategy Specialist