Key Skills

Freelancer Overview

I am an experienced AI trainer and digital annotation expert with a strong background in supporting AI model development through high-quality data labeling, entity annotation, and transcription QA. My work spans projects involving structured annotation, rubric writing, and editing, with a focus on maintaining data consistency and compliance with guidelines. I have collaborated closely with cross-functional AI and operations teams, ensuring timely delivery and quality assurance across diverse initiatives. My technical toolkit includes platforms such as Labelbox, as well as hands-on experience with tools like ChatGPT, Claude, and advanced prompt engineering for NLP and content workflows. With over 20 years managing complex projects and optimizing workflows using both traditional and AI-augmented methods, I bring a detail-oriented, communicative, and results-driven approach to every data-centric assignment.

Labeling Experience

Education

Work History