Charles User

I am an AI evaluation and digital operations specialist with extensive experience in search quality rating, AI data annotation, and guideline-compliant model output evaluation. I consistently apply rubric interpretation, produce structured justification for decisions, and maintain confidentiality when handling sensitive project materials.

My project experience includes AI data rating and evaluation, training data annotation and validation, and repeated search quality rating and online evaluation tasks. I excel at workflow organization, queue management, documentation of ambiguities and edge cases, and ensuring data integrity and guideline adherence before submission.

I am disciplined in remote asynchronous operations, use web-based evaluation and task-management tools effectively, and prioritize traceability, audit-ready practices, and cross-functional collaboration to drive continuous improvement and operational excellence.