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Freelancer Overview
I am a self-taught AI data specialist with a strong focus on ethical annotation, data labeling, and high-accuracy dataset preparation for machine learning. My experience includes developing proprietary tools and frameworks for PDF and document sorting, structured data extraction, and multimodal annotation using custom Python-inspired logic and browser-based interfaces. I excel at evaluating AI outputs, providing RLHF-style feedback, and resolving bias to ensure clean, usable training data. My work emphasizes precision, rapid iteration, and ethical integrity, as demonstrated through projects like my iterative PDF sorting system and the Quantum Dragon Algorithm for harmonious data processing. With over 20 years of analytical experience and a commitment to quality control, I deliver reliable results for AI training and evaluation tasks across diverse domains.
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