Murwan Elsddig

Key Skills

Software

Clickworker

CrowdSource

CVAT

Data Annotation Tech

Label Studio

Lionbridge

Remotasks

Scale AI

Top Subject Matter

Music generation

LLM evaluation in English

Car Driving

Top Data Types

Image

Text

Video

Top Task Types

Evaluation Rating

Object Detection

Prompt Response Writing SFT

Red Teaming

Translation Localization

Freelancer Overview

I have hands-on experience in AI model evaluation and large-scale data quality assurance, specializing in detecting reasoning errors and hallucinations to improve model reliability. My work as an independent contractor for platforms like Outlier AI, Labelbox, and Mindrift has equipped me with a keen eye for detail and a strong analytical approach to validating AI training data across diverse domains. I am skilled in applying detailed quality rubrics, comparative scoring, and automation tools such as Python, n8n, and Windsurf to optimize data pipelines and ensure high-quality annotated datasets. My technical background in cybersecurity and data analytics further strengthens my ability to identify anomalies, follow strict guidelines, and deliver precise, actionable feedback for continuous model improvement.

Labeling Experience

Localization Expert

Data Annotation TechTextTranslation Localization

I use my bilingual skills to localize the text provided

I use my bilingual skills to localize the text provided

2024

Education

Work History