Mahmoud Wahid

Key Skills

Software

Appen

Clickworker

CrowdSource

Data Annotation Tech

Mercor

Mindrift

Scale AI

Labelbox

AWS SageMaker

Top Subject Matter

No subject matter listed

Top Data Types

Computer Code Programming

Document

Text

Top Task Types

Audio Recording

Classification

Computer Programming Coding

Text Generation

Text Summarization

Freelancer Overview

I bring extensive experience in digital product design and structured data organization, which translates directly into strengths for AI training and data labeling. My background in UI/UX design, user journey mapping, and content structuring has equipped me with a sharp eye for detail, accuracy, and consistency—skills that are essential for annotating data, categorizing information, and ensuring training sets meet high-quality standards. I am also familiar with working on projects that involve AI-powered platforms, chatbots, and data-driven systems, giving me insight into how well-prepared training data impacts performance and user experience. In addition to technical expertise, I am highly skilled in taxonomy development, information hierarchy, and content tagging from my work in education technology and government platforms. My ability to simplify complex information into clear, structured outputs sets me apart when contributing to training datasets. I thrive in collaborative environments, adapt quickly to new tools, and bring both creativity and precision to AI training data projects.

Labeling Experience

Data Labeling Specialist – E-Commerce Product Catalog

Aws SagemakerTextText SummarizationData Collection

Worked on an e-commerce platform project focused on training AI models for product discovery and recommendations. Responsibilities included labeling product images, tagging attributes (color, size, style, material), and classifying product descriptions for search optimization. I also performed sentiment labeling on user-generated reviews to improve recommendation accuracy. Ensured strict adherence to annotation guidelines and performed quality assurance checks to maintain dataset consistency.

Worked on an e-commerce platform project focused on training AI models for product discovery and recommendations. Responsibilities included labeling product images, tagging attributes (color, size, style, material), and classifying product descriptions for search optimization. I also performed sentiment labeling on user-generated reviews to improve recommendation accuracy. Ensured strict adherence to annotation guidelines and performed quality assurance checks to maintain dataset consistency.

2024 - 2024

Data Annotator – Educational App Platform

LabelboxImageSegmentationText Generation

Contributed to the development of an AI-driven educational app by preparing and annotating datasets to support personalized learning recommendations. Tasks included text annotation by subject/difficulty, image labeling of UI components, and building a taxonomy structure for organizing content. Ensured data quality through review cycles and consistency checks, resulting in highly reliable training sets.

Contributed to the development of an AI-driven educational app by preparing and annotating datasets to support personalized learning recommendations. Tasks included text annotation by subject/difficulty, image labeling of UI components, and building a taxonomy structure for organizing content. Ensured data quality through review cycles and consistency checks, resulting in highly reliable training sets.

2024 - 2024

Education

Work History