Key Skills

Freelancer Overview

I have extensive experience in human-in-the-loop text evaluation, grounded in over a decade of professional work in localisation quality assurance, multilingual content review, and business communication validation. My work involves assessing, correcting, and ranking text outputs for clarity, accuracy, tone, and intent, as well as applying structured guidelines and style rules consistently across large volumes of content. I specialise in high-judgement text labeling tasks, including LLM response evaluation, text classification, sentiment and tone analysis, and multilingual review in English and Portuguese. My background in enterprise B2B environments has trained me to identify subtle errors, ambiguity, and policy misalignment, and to provide precise, actionable feedback that improves model reliability and real-world usability.

Labeling Experience

Education

Work History