Key Skills

Software

Clickworker

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Text

Top Label Types

Prompt Response Writing SFT

Question Answering

Text Generation

Text Summarization

Freelancer Overview

I have developed strong analytical and evaluation skills through academic and professional experience that closely align with AI training data and model testing work. During my internship at KPMG, I systematically verified financial records, identified discrepancies, and prepared structured verification workbooks. This required precision, pattern recognition, and the ability to detect inconsistencies — skills directly transferable to data labeling, quality assurance, and identifying model failure modes. My First Class Honours degree in Business & Management further strengthened my ability to work with structured guidelines, conduct critical analysis, and document findings clearly and methodically. In addition, my experience in customer-facing roles and international academic environments has sharpened my understanding of tone, context, and human communication patterns. I am comfortable analyzing nuanced language, shifting registers, and evaluating responses against defined criteria — key components of conversational AI training and annotation. I bring a detail-oriented, systematic approach combined with strong written communication skills, allowing me to deliver high-quality, consistent annotations while maintaining alignment with project rubrics and objectives.

Labeling Experience

Education

Work History