Key Skills

Freelancer Overview

I am a detail-oriented data annotation and evaluation specialist with over 5 years of experience supporting AI training data projects for leading companies like Scale AI, DataForce, and Appen. My background in computer science, combined with hands-on expertise in side-by-side (SxS) evaluations, fact-checking, and quality assurance, has enabled me to consistently deliver high-accuracy results across diverse domains, including text, image, and structured datasets. I am skilled in using browser-based tools, basic command-line operations, and evaluation frameworks to streamline workflows and improve data quality. My strengths include analytical thinking, structured reasoning, and clear communication, which I have applied to successfully manage large-scale annotation projects, develop training materials, and reduce output errors. I am passionate about ensuring data reliability and operational efficiency in fast-paced, high-volume environments.

Labeling Experience

Education

Work History