I am an AI-focused content specialist and bilingual linguist with LLM evaluation and prompt engineering experience, delivering and QA’ing high-stakes content in regulated contexts. I design machine-readable, citation-friendly content (FAQs, concise answer blocks, structured outlines) and improve reliability through test-case design, A/B prompt testing, and rigorous editorial standards. I communicate clearly and move quickly in deadline-driven workflows.
I focus on privacy, accuracy, and evidence-based writing across healthcare interpreting, government translation, and peer-reviewed scientific publishing. I collaborate with interdisciplinary teams to standardize output quality, reduce rework, and create practical content frameworks that are easy to extract and audit, while upholding rigorous standards for readability and accessibility.
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