Key Skills

Software

Appen

Clickworker

Top Subject Matter

Business operations & project management

AI& Automation/ workflow automation

E-commerce - Product categorization and customer support

Top Data Types

Image

Text

Audio

Top Task Types

Question Answering

Text Summarization

Evaluation Rating

Fine Tuning

Transcription

Freelancer Overview

My background in quality assurance gives me a strong foundation for data annotation work. Spending years as a QA Supervisor at Index Food Industries trained me to spot inconsistencies, apply standards consistently across large volumes of output, and maintain accuracy under pressure. That same attention to detail transfers directly to labelling tasks. Whether classifying text, flagging edge cases or applying annotation guidelines with precision, these skills are what I bring. I understand that the integrity of a model depends entirely on the quality of the data it learns, and I take that responsibility. On the AI side, my Google prompt Engineering certificate and hands-on work building automation workflows have given me a practical understanding of how language models process and respond to data. I know what a well-structured input looks like and why annotation consistency matters at scale. I am comfortable working with structured guidelines, flagging ambiguous cases and maintaining high throughput without sacrificing accuracy. combined with my project coordination experience managing detailed, process-driven work, I bring both the technical and the disciplined mindset that quality data requires.

Labeling Experience

Education

Work History