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Freelancer Overview

I am an experienced AI Trainer and LLM Evaluation Specialist with a strong background in data labeling, annotation, and quality assurance for large-scale AI projects. My expertise includes evaluating AI-generated outputs for accuracy, coherence, and safety compliance, as well as identifying hallucinations, bias, and edge cases to enhance model reliability. I am skilled in using advanced annotation platforms, Microsoft Excel, and structured documentation tools to ensure consistent, high-quality data for model training. My analytical foundation, reinforced by ACA certification and MBA-level strategic thinking, enables me to deliver precise feedback and structured evaluations across NLP and reasoning-intensive tasks. I am committed to maintaining strict guideline adherence and contributing to the continuous improvement of AI systems through detailed analysis and comprehensive reporting.

Labeling Experience

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