Freelance Language Systems Analyst & Content Strategist (AI Output Evaluation and LLM QA)
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As a freelance language systems analyst, I evaluated AI-generated and human-written content using structured rubrics to assess reasoning quality, instruction retention, and response alignment. My work included reviewing AI model outputs, prompts, and instructions to refine clarity and accuracy for training language models. I analyzed large text datasets to identify logical inconsistencies and language pattern issues in support of AI model improvement. • Developed and applied evaluation rubrics for LLM outputs
• Assessed multi-turn conversation responses for reasoning and tone
• Reviewed and refined prompts, instructions, and model-generated content
• Partnered with product and agency teams on LLM QA and such evaluations
As a freelance language systems analyst, I evaluated AI-generated and human-written content using structured rubrics to assess reasoning quality, instruction retention, and response alignment. My work included reviewing AI model outputs, prompts, and instructions to refine clarity and accuracy for training language models. I analyzed large text datasets to identify logical inconsistencies and language pattern issues in support of AI model improvement. • Developed and applied evaluation rubrics for LLM outputs • Assessed multi-turn conversation responses for reasoning and tone • Reviewed and refined prompts, instructions, and model-generated content • Partnered with product and agency teams on LLM QA and such evaluations
2017 - Present