Key Skills

Software

Appen

Clickworker

Scale AI

Top Subject Matter

Artificial Intelligence - Data Annotation And AI Training

Data Processing - Content Review and Quality Assessment

Natural Language Processing - Text & Audio Evaluation

Top Data Types

Image

Text

Audio

Top Task Types

Segmentation

Classification

Point Key Point

Object Detection

Text Generation

Question Answering

RLHF

Text Summarization

Transcription

Evaluation Rating

Freelancer Overview

I am an experienced AI data trainer and annotation specialist with a strong background in evaluating and labeling data for large language models, especially in both Arabic and English. My expertise includes prompt engineering, safety and policy compliance, and conducting detailed linguistic reviews to ensure high-quality training data. I have worked on projects involving content annotation, comparative judgment, and error analysis for platforms like Outlier AI and Remotasks, where I applied structured reasoning and clarity simplification to improve model performance. My technical skills span annotation tools such as Remotasks, Surge, and Outlier, and I am adept at using advanced prompt design and evaluation techniques to support NLP and AI development. I am passionate about leveraging my attention to detail and bilingual proficiency to contribute to projects in AI evaluation, data annotation, and prompt engineering.

Labeling Experience

Education

Work History