Ashraf Mansour

Key Skills

Software

Label Studio

Appen

Clickworker

Labelbox

Micro1

OneForma

Remotasks

Telus

Top Subject Matter

Arabic Language AI Training

Arabic Speech Recognition

E-commerce – Product Categorization & Customer Support

Top Data Types

Text

Audio

Image

Top Task Types

Transcription

Bounding Box

Segmentation

Classification

Entity Ner Classification

Text Generation

Text Summarization

Evaluation Rating

Object Detection

Question Answering

Data Collection

Freelancer Overview

I have solid hands-on experience working on data labeling and AI training tasks, with a strong focus on Arabic content. I’ve worked extensively on text and audio projects, including transcription, reviewing AI-generated outputs, and applying Inverse Text Normalization (ITN). I’m comfortable handling different Arabic dialects, especially Saudi and Egyptian, and I pay close attention to details like accuracy, consistency, and making sure the output sounds natural and clear. In addition, I’ve been involved in quality assurance tasks where I review data, identify issues, and document them in a clear and structured way. I’m used to working with tools like Google Sheets to track progress and report findings, and I follow guidelines carefully while maintaining high-quality standards. I take ownership of my work, deliver consistently, and I’m always focused on producing clean, reliable data that actually improves model performance.

Labeling Experience

Freelance Data Labeler / QA Tester

Label StudioText

I labeled and evaluated AI-generated Arabic text for grammatical correctness and naturalness. I followed project-specific guidelines to review and assess accuracy in output. I ensured consistency and quality in the labeled Arabic datasets. • Performed ITN corrections on AI-generated text. • Evaluated Arabic utterances for clarity and correctness. • Reviewed and rated AI-produced responses. • Delivered high-quality textual data for further AI model training.

I labeled and evaluated AI-generated Arabic text for grammatical correctness and naturalness. I followed project-specific guidelines to review and assess accuracy in output. I ensured consistency and quality in the labeled Arabic datasets. • Performed ITN corrections on AI-generated text. • Evaluated Arabic utterances for clarity and correctness. • Reviewed and rated AI-produced responses. • Delivered high-quality textual data for further AI model training.

2023 - Present

Audio Transcription & Annotation Specialist (Freelance)

Label StudioAudioTranscription

I transcribed and annotated Arabic audio for use in AI training, focusing on the Saudi dialect. I applied rigorous verbatim transcription standards and evaluated pronunciation and dialect authenticity. I ensured high accuracy and consistency across all annotated audio datasets. • Segmented and labeled speech data for voice recognition models. • Evaluated and corrected dialect-specific utterances. • Applied both full and clean verbatim rules. • Supported development of robust Arabic speech AI systems.

I transcribed and annotated Arabic audio for use in AI training, focusing on the Saudi dialect. I applied rigorous verbatim transcription standards and evaluated pronunciation and dialect authenticity. I ensured high accuracy and consistency across all annotated audio datasets. • Segmented and labeled speech data for voice recognition models. • Evaluated and corrected dialect-specific utterances. • Applied both full and clean verbatim rules. • Supported development of robust Arabic speech AI systems.

2020 - 2023

Education

Work History