Key Skills

Freelancer Overview

I bring strong analytical and linguistic skills developed through several years of experience in project coordination, translation, and grant management, which are highly applicable to AI training and data labeling roles. My work has involved meticulous attention to detail, quality assurance, and the ability to process large volumes of structured and unstructured information accurately and consistently—skills essential for annotating and validating AI training data. As a trilingual professional (Arabic, English, French), I am well-equipped for multilingual transcription, classification, and error detection in language-based datasets. In my previous roles, I’ve worked with digital platforms like Airtable, Trello, and Notion to manage workflows, track performance, and deliver detailed reports. My experience also includes drafting, reviewing, and structuring content in a way that aligns with specific formatting and semantic rules—making me particularly effective in aligning data with labeling guidelines. With a background in translation and communication, I am comfortable working with nuanced linguistic patterns and phonetic data, and I am confident in contributing to high-quality AI training pipelines.

Labeling Experience

Education

Work History