Mushtaq M.

Key Skills

Software

Data Annotation Tech

Clickworker

Top Subject Matter

Technology – Software Testing & Quality Assurance

E-commerce – Product Categorization & Customer Support

Data Quality / Content Review / Business Application

Top Data Types

Text

Image

Document

Top Task Types

Computer Programming/Coding

Transcription

Data Collection

Prompt + Response Writing (SFT)

Text Summarization

Freelancer Overview

While I have not worked directly on formal AI training or data annotation projects, my experience in Quality Assurance is highly relevant. I have reviewed application functionality, validated expected outcomes, identified defects, executed test cases, and documented issues with precision. These responsibilities required careful analysis, consistency, and strict adherence to project requirements. My QA background has given me experience evaluating data accuracy, detecting anomalies, following detailed guidelines, and maintaining high-quality standards across large volumes of work. These skills translate effectively to AI training tasks such as data labeling, content evaluation, response rating, quality auditing, and annotation projects.

Education

Work History