Key Skills

Freelancer Overview

I’ve worked with Outlier, Mercor, and Handshake on a range of projects focused on data labeling, AI model training, and improving the quality of large datasets. Through these experiences, I learned how to look at data closely, understand patterns, and make sure the information used to train AI systems is accurate and meaningful. At Outlier, I helped refine and label data that improved the performance of language and vision models. With Mercor, I focused on prompt design, model evaluation, and checking AI responses for accuracy and clarity. My time with Handshake gave me hands-on experience improving data quality and helping models learn from real examples. Coming from a strong research background, I bring both analytical thinking and practical understanding to every project. I enjoy making complex ideas clear and turning messy data into something that helps models think better. I take pride in doing careful, consistent work that helps build smarter and more reliable AI systems.

Labeling Experience

Education

Work History