Key Skills

Software

Appen

Clickworker

CVAT

OneForma

Remotasks

Toloka

Other

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

3D Sensor

Image

Text

Top Task Types

Audio Recording

Bounding Box

Cuboid

Prompt Response Writing SFT

Text Generation

Freelancer Overview

I have extensive experience in data annotation and AI training data across various reputable platforms, including Outlier, Remotasks (Scale AI), Toloka.ai, Appen, and Clickworker. My work has involved a broad range of tasks such as text classification, named entity recognition, image labeling, 3D annotation using lidar lite and 2D images, transcription, text highlighting, and image segmentation. I have also worked on evaluating search relevance, voice recording, choosing optimal translations, and linguistic data tagging, supporting the development of high-quality AI and machine learning models. What sets me apart is my ability to maintain high accuracy and consistency by adhering to detailed guidelines while working across multilingual projects in English and Arabic. I have gained hands-on experience in diverse environments, including UHRS (Universal Human Relevance System), where I contributed to search engine evaluation, intent classification, and relevance scoring. My focus on quality assurance and structured data delivery has been instrumental in enhancing speech recognition and natural language understanding systems.

Labeling Experience

Education

Work History