Eqab Al-droubi

Key Skills

Software

Appen

CVAT

Label Studio

Toloka

Top Subject Matter

No subject matter listed

Top Data Types

Image

Top Task Types

Bounding Box

Classification

Object Detection

Polygon

Segmentation

Freelancer Overview

Detail-oriented data annotation specialist, I’ve annotated and evaluated AI-generated content across English, Arabic, and Russian, improving label consistency and model accuracy for large-scale NLP systems. Using tools like LabelStudio and MakeSense.ai, I’ve delivered high-quality labeled datasets under tight deadlines, while also identifying edge cases that informed model retraining. Also generate accurate, high-quality data and stress-test AI features.

Labeling Experience

Sentiment Text Classification

Label StudioTextClassification

Labeled short text samples into Positive, Negative, and Neutral categories using the open-source tool Label Studio. Compared my manual labels with the dataset’s existing auto-labels, identifying approximately 36% labeling errors—with several neutral and positive texts incorrectly marked as negative.

Labeled short text samples into Positive, Negative, and Neutral categories using the open-source tool Label Studio. Compared my manual labels with the dataset’s existing auto-labels, identifying approximately 36% labeling errors—with several neutral and positive texts incorrectly marked as negative.

2025 - 2025

Furniture_detection

Label StudioImageBounding Box

Prepare data for Home furniture industry, for tracking inventory and better suggestions for customer needs.

Prepare data for Home furniture industry, for tracking inventory and better suggestions for customer needs.

2025

Education

Work History