Interim Manager / AI Logic Tester
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In this role, I performed operational audits and logic stress-testing to validate and refine AI-driven models used in supply chain management. I applied value stream mapping to bridge qualitative ground truth with structured data, eliminating hallucinations and operational risk. My work included auditing, verifying, and annotating manufacturing logic for robust AI training and optimization.• Evaluated and annotated operational logic inputs for AI supply chain models
• Validated AI agent recommendations via process audits and human-in-the-loop feedback
• Created and structured annotated datasets using Value Stream Mapping outputs
• Used proprietary automation and reporting tools for high-integrity labeling and audits.
In this role, I performed operational audits and logic stress-testing to validate and refine AI-driven models used in supply chain management. I applied value stream mapping to bridge qualitative ground truth with structured data, eliminating hallucinations and operational risk. My work included auditing, verifying, and annotating manufacturing logic for robust AI training and optimization.• Evaluated and annotated operational logic inputs for AI supply chain models • Validated AI agent recommendations via process audits and human-in-the-loop feedback • Created and structured annotated datasets using Value Stream Mapping outputs • Used proprietary automation and reporting tools for high-integrity labeling and audits.
2025 - Present