Nono

Key Skills

Software

Toloka

Scale AI

Top Subject Matter

AI Model Evaluation

Language Model Outputs

AI Quality Assessment

Top Data Types

Text

Video

Audio

Top Task Types

Evaluation Rating

Bounding Box

Freelancer Overview

AI Evaluation Contributor with hands-on experience in AI data labeling and evaluation tasks. I have worked on platforms like Outlier and Toloka, focusing on text annotation, response evaluation, and improving AI outputs for quality and accuracy. I am a native Arabic (Levantine) speaker with strong English skills, allowing me to evaluate language naturally and ensure cultural accuracy. I am detail-oriented, consistent, and able to follow complex guidelines to deliver high-quality results in AI training workflows.

Labeling Experience

AI Evaluation Contributor

TextEvaluation Rating

Evaluated AI-generated responses for quality, relevance, and correctness. Identified errors, inconsistencies, and unnatural phrasing, and provided structured feedback to improve model performance. Focused on maintaining high accuracy, consistency, and adherence to detailed evaluation guidelines.

Evaluated AI-generated responses for quality, relevance, and correctness. Identified errors, inconsistencies, and unnatural phrasing, and provided structured feedback to improve model performance. Focused on maintaining high accuracy, consistency, and adherence to detailed evaluation guidelines.

2025 - Present

Arabic Language Evaluator

TextEvaluation Rating

Specialized in evaluating AI outputs in Arabic (Levantine dialect), ensuring natural phrasing, cultural accuracy, and correct grammar. Differentiated between Modern Standard Arabic and dialect usage to improve response quality.

Specialized in evaluating AI outputs in Arabic (Levantine dialect), ensuring natural phrasing, cultural accuracy, and correct grammar. Differentiated between Modern Standard Arabic and dialect usage to improve response quality.

2024 - Present

AI Data Rater

TolokaTextEvaluation Rating

Worked on Toloka as an AI Data Rater, performing text labeling and annotation tasks. Responsibilities included text classification, search relevance evaluation, and content quality assessment. Followed detailed guidelines to ensure accuracy, consistency, and high-quality outputs. Evaluated AI-generated responses and identified errors, inconsistencies, and unnatural phrasing. Contributed to improving model performance by providing clear and structured feedback.

Worked on Toloka as an AI Data Rater, performing text labeling and annotation tasks. Responsibilities included text classification, search relevance evaluation, and content quality assessment. Followed detailed guidelines to ensure accuracy, consistency, and high-quality outputs. Evaluated AI-generated responses and identified errors, inconsistencies, and unnatural phrasing. Contributed to improving model performance by providing clear and structured feedback.

2024 - Present

Education

Work History