Key Skills

Freelancer Overview

I am a detail-oriented professional with extensive experience in providing structured, high-quality feedback to AI companies, focusing on improving model behaviour, accuracy, safety, and user experience. My background in analytical problem-solving, risk assessment, and process improvement—gained from years in procurement and supply chain roles—translates seamlessly to AI evaluation, data labeling, and training data quality review. I excel at interpreting complex outputs, evaluating model reasoning, and communicating clear, actionable insights. With a strong interest in responsible AI governance and a process-focused mindset, I am passionate about supporting teams in building robust, ethical, and high-performing AI systems across domains such as business analytics, governance, and technology operations.

Labeling Experience

Education

Work History