Freelance Research
OtherTextClassification
As a freelance academic writer and researcher, I regularly reviewed and evaluated written content — including AI-assisted drafts — for factual accuracy, logical consistency, and source reliability. Tasks included assessing outputs against quality rubrics, identifying errors or unsupported claims, fact-checking against credible sources, and refining prompts and instructions to guide better results. Work spanned STEM, environmental, and business domains, closely mirroring data annotation and AI response evaluation workflows used in professional AI training projects.
As a freelance academic writer and researcher, I regularly reviewed and evaluated written content — including AI-assisted drafts — for factual accuracy, logical consistency, and source reliability. Tasks included assessing outputs against quality rubrics, identifying errors or unsupported claims, fact-checking against credible sources, and refining prompts and instructions to guide better results. Work spanned STEM, environmental, and business domains, closely mirroring data annotation and AI response evaluation workflows used in professional AI training projects.
2019