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Francis M.

Francis M.

USA flaglos angelas, Usa

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Freelancer Overview

I am an Expert-level AI training and data annotation specialist with experience evaluating model outputs for quality, safety, factual accuracy, reasoning, and policy compliance. My work includes RLHF assessment, prompt-response evaluation, content moderation, ranking tasks, annotation, and identifying strengths and areas for improvement in AI-generated content. I am skilled at applying detailed guidelines consistently, detecting hallucinations and safety risks, and providing clear, structured feedback that helps improve model performance and reliability across diverse domains.

Labeling Experience

I have experience evaluating and annotating AI-generated responses for quality, safety, factual accuracy, and adherence

I have experience evaluating and annotating AI-generated responses for quality, safety, factual accuracy, and adherence to guidelines. My work has involved comparing model outputs, identifying strengths and areas for improvement, rating responses across multiple dimensions, and applying RLHF (Reinforcement Learning from Human Feedback) principles to improve model behavior. I am comfortable following detailed annotation guidelines, detecting policy violations, assessing reasoning quality, and providing structured feedback to support the development of reliable and safe AI systems.

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