Key Skills

Software

No software listed

Top Subject Matter

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Legal Research & Document Analysis

Top Data Types

Audio

Text

Document

Top Task Types

No task types listed

Freelancer Overview

While I have not held a formal title in data labeling or AI training, my experience closely aligns with the core functions of evaluating, classifying, and ensuring data quality. In my role at Fanatics, I routinely analyzed complex customer cases, including fraud investigations and account activity, where I had to review structured and unstructured data, identify inconsistencies, and apply policy-based decisions with a high level of accuracy. This required strong attention to detail, pattern recognition, and consistent application of guidelines, key components of effective data annotation. In addition, I maintained detailed case documentation within CRM systems, ensuring data integrity and accuracy across high volumes of interactions. I also supported internal teams by identifying system issues, troubleshooting errors, and refining workflows, which parallels reviewing AI outputs and improving response quality. My background has strengthened my ability to evaluate information critically, follow detailed instructions, and produce consistent, high quality work and skills that directly translate to AI training and data labeling environments.

Labeling Experience

Education

Work History