Key Skills

Freelancer Overview

As a trilingual linguist fluent in Arabic, French, and English, I bring a strong foundation in multilingual communication, linguistic accuracy, and cultural nuance—key assets in AI training and data labeling. I specialize in high-quality text annotation, sentiment analysis, translation validation, and language model evaluation, particularly in cross-lingual contexts. My deep understanding of grammar, semantics, and syntax across three languages allows me to contribute meaningfully to the development of natural language processing (NLP) systems and multilingual AI tools. Whether it's refining conversational AI outputs, aligning translations with intended tone and meaning, or ensuring consistency in labeled data, I approach each task with precision and an eye for linguistic detail. I am especially well-suited for projects requiring cross-cultural awareness, dialect identification, and nuanced interpretation of language across Arabic (MSA and dialects), French (including regional variations), and English.

Labeling Experience

Education

Work History