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AI Content Analyst with 2+ years of experience evaluating large-scale LLM outputs across text and visual domains. Specialized in visual fidelity, ad effectiveness, and structured evaluation to improve model quality and reduce hallucinations through iterative prompt testing. Collaborates with engineering, product, and QA teams to convert qualitative findings into actionable model improvements, content guidelines, and quality assurance standards. Also brings a long-running freelance background in writing, editing, and content strategy to ensure clarity, tone calibration, and audience-centered communication.…AI Content Analyst with 2+ years of experience evaluating large-scale LLM outputs across text and visual domains. Specialized in visual fidelity, ad effectiveness, and structured evaluation to improve model quality and reduce hallucinations through iterative prompt testing. Collaborates with engineering, product, and QA teams to convert qualitative findings into actionable model improvements, content guidelines, and quality assurance standards. Also brings a long-running freelance background in writing, editing, and content strategy to ensure clarity, tone calibration, and audience-centered communication.

Nathaniel Oliver

AI Evaluator, QA Engineer, Content Strategist, +1

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AI Content Analyst with 2+ years of experience evaluating large-scale LLM outputs across text and visual domains. Specialized in visual fidelity, ad effectiveness, and structured evaluation to improve model quality and reduce hallucinations through iterative prompt testing. Collaborates with engineering, product, and QA teams to convert qualitative findings into actionable model improvements, content guidelines, and quality assurance standards. Also brings a long-running freelance background in writing, editing, and content strategy to ensure clarity, tone calibration, and audience-centered communication.…AI Content Analyst with 2+ years of experience evaluating large-scale LLM outputs across text and visual domains. Specialized in visual fidelity, ad effectiveness, and structured evaluation to improve model quality and reduce hallucinations through iterative prompt testing. Collaborates with engineering, product, and QA teams to convert qualitative findings into actionable model improvements, content guidelines, and quality assurance standards. Also brings a long-running freelance background in writing, editing, and content strategy to ensure clarity, tone calibration, and audience-centered communication.

Available to hire

AI Content Analyst with 2+ years of experience evaluating large-scale LLM outputs across text and visual domains. Specialized in visual fidelity, ad effectiveness, and structured evaluation to improve model quality and reduce hallucinations through iterative prompt testing.

Collaborates with engineering, product, and QA teams to convert qualitative findings into actionable model improvements, content guidelines, and quality assurance standards. Also brings a long-running freelance background in writing, editing, and content strategy to ensure clarity, tone calibration, and audience-centered communication.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Work Experience

LLM Content Analyst at Leading Global Technology Company

February 1, 2024 - March 31, 2026

Conducted qualitative and quantitative analysis on millions of LLM-generated outputs annually, evaluating coherence, factual accuracy, style, and visual-text alignment. Developed and applied 10+ structured evaluation rubrics, contributing to an estimated 15% improvement in model performance. Designed and executed 5+ iterative prompt-testing frameworks, reducing hallucinations by 10–15% across specialized AI domains. Assessed AI-generated visual and ad creative outputs for realism, brand alignment, clarity, and user impact. Collaborated with engineers, product managers, and QA to translate evaluation findings into actionable model improvements and content guidelines.

Freelance Writer, Editor & Content Strategist

January 1, 2014 - Present

Provided writing and editorial services for 100+ projects supporting global clients in journalism, marketing, and technical communication. Created data-informed content for platforms including 16Personalities.com, maintaining consistency standards aligned with AI-driven content workflows. Supported an AI personality development initiative focused on linguistic consistency, tone calibration, and conversational flow. Produced digital marketing and promotional content, including YouTube scripts and visual storytelling assets using Canva, emphasizing clarity and engagement.