Key Skills

Software

Appen

Clickworker

Labelbox

OneForma

Remotasks

Scale AI

Toloka

Top Subject Matter

Computer Programming/Coding

LLM Evaluation in English & Arabic

Images and Audio Annotations

Top Data Types

Audio

Computer Code Programming

Text

Top Label Types

Audio Recording

Computer Programming Coding

Prompt Response Writing SFT

RLHF

Text Generation

Freelancer Overview

I have extensive experience in data labeling and AI training data, specializing in creating and refining datasets to optimize machine learning models. My expertise includes crafting high-quality annotations, evaluating AI responses for accuracy and context, and ensuring adherence to specific project guidelines. This work has spanned diverse applications, including natural language processing (NLP), where I have honed the ability to work in both Arabic and English, leveraging my multilingual proficiency to contribute to more inclusive AI systems. In addition to data labeling, I have hands-on experience with coding projects, where I develop scripts to preprocess data and evaluate large language models (LLMs). My work involves assessing LLM responses for alignment with user intent and quality metrics, ensuring outputs are contextually appropriate and factually correct. These skills, combined with my detail-oriented approach and technical proficiency, position me as a strong contributor to AI training data projects, especially in NLP and multilingual AI development.

Labeling Experience

Education

Work History