Key Skills

Software

Anno-Mage

Appen

Axiom AI

Clickworker

CloudFactory

Top Subject Matter

Games

LLM evaluation in Arabic

Self Driving Cars Data lableing

Top Data Types

Document

Image

Text

Top Task Types

No task types listed

Freelancer Overview

In my experience with AI training data, I've had the opportunity to work across diverse sectors, from computer vision projects in the automotive industry to data labeling for the gaming industry and fine-tuning LLMs in Arabic. My work with computer vision data for cars focused on creating accurate annotations to optimize object detection models, including vehicle and pedestrian identification, enhancing safety features, and improving real-time response systems. This experience gave me a deep understanding of image segmentation, bounding box labeling, and annotation quality control for high-precision applications. In the gaming industry, I managed data labeling tasks with a focus on user interactions, environment detail, and object recognition, which honed my skills in creating robust datasets that elevate player experience. Additionally, I’ve worked with Arabic language datasets for LLMs, contributing to projects that required cultural and linguistic understanding to enhance the model's performance in MENA-specific applications. This diverse experience has helped me develop a strong attention to detail, accuracy, and adaptability in data labeling, which I believe set me apart in training reliable and high-quality AI models.

Labeling Experience

Education

Work History