Yousra Ko

Key Skills

Software

Telus

Other

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Task Types

Action Recognition

Classification

Evaluation Rating

Prompt Response Writing SFT

Translation Localization

Freelancer Overview

I have solid experience in AI training and data labeling, specializing in annotating and evaluating large language model outputs to enhance accuracy, coherence, and safety (Apple, Gemini). My work includes detailed content annotation, quality assurance, and feedback provision to improve model fluency and relevance. I also have helped design and test training assessments for AI raters to ensure they are properly trained and aligned with project standards (Welodata). I bring strong analytical skills and a deep understanding of natural language processing, combined with a background in digital marketing and UX evaluation, enabling me to assess AI-generated content from both technical and user-centric perspectives. I'm fluent in French & English as I live in Sherbrooke, Quebec, Canada.

Labeling Experience

AI Content Evaluator

TelusTextTranslation LocalizationEvaluation Rating

Delivered rater services to TELUS International supporting Google’s AI development and search evaluation in both English and French. Focused on improving natural language understanding and content safety by analyzing prompts and providing accurate relevance judgments. Ensured compliance with content guidelines through careful evaluation of AI-generated outputs. Contributed feedback to help enhance AI model performance and user experience.

Delivered rater services to TELUS International supporting Google’s AI development and search evaluation in both English and French. Focused on improving natural language understanding and content safety by analyzing prompts and providing accurate relevance judgments. Ensured compliance with content guidelines through careful evaluation of AI-generated outputs. Contributed feedback to help enhance AI model performance and user experience.

2023

Data Annotator

Internal Proprietary ToolingDocumentClassificationText Summarization

Performed detailed data annotation and labeling tasks to support language model development. Accurately labeled diverse datasets including text, audio, and images while following clear guidelines. Collaborated with teams to ensure consistent and high-quality annotations. Assisted in testing training assessments designed for AI trainers to help ensure proper rater preparation and alignment with project standards.

Performed detailed data annotation and labeling tasks to support language model development. Accurately labeled diverse datasets including text, audio, and images while following clear guidelines. Collaborated with teams to ensure consistent and high-quality annotations. Assisted in testing training assessments designed for AI trainers to help ensure proper rater preparation and alignment with project standards.

2024 - 2025

Education

Work History