Executive Business Head (COO), focused on AI output review framework
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Oversaw the quality evaluation and structured framework design for AI output review pipelines, directly contributing to annotation workflows. Applied critical thinking to translate ambiguous requirements into precise, scalable tasks for community and member feedback in an AI learning environment. Demonstrated strong skills in aligning content review and curation with data labeling best practices. • Led structured evaluation of AI-generated content and knowledge assets
• Developed feedback and annotation loops analogous to industry AI review protocols
• Implemented decision-making processes for iterative model output improvement
• Ensured member engagement with high-quality, labeled data responses
Oversaw the quality evaluation and structured framework design for AI output review pipelines, directly contributing to annotation workflows. Applied critical thinking to translate ambiguous requirements into precise, scalable tasks for community and member feedback in an AI learning environment. Demonstrated strong skills in aligning content review and curation with data labeling best practices. • Led structured evaluation of AI-generated content and knowledge assets • Developed feedback and annotation loops analogous to industry AI review protocols • Implemented decision-making processes for iterative model output improvement • Ensured member engagement with high-quality, labeled data responses
2024 - Present