Lilith F.

Key Skills

Freelancer Overview

While I have not held a formal AI Trainer or Data Labeling title, I have extensive experience reviewing, analyzing, and processing large volumes of information with a high level of accuracy in healthcare and insurance environments. In roles such as Case Review Specialist, Appeals Representative, and Pharmacy Technician, I reviewed documentation, verified data, entered information into multiple systems, followed detailed guidelines, identified discrepancies, and maintained quality standards while meeting productivity goals. My experience required strong attention to detail, consistency, and the ability to interpret complex information according to established criteria. I am comfortable working with structured data, learning new platforms quickly, following detailed instructions, and performing quality assurance tasks, which are skills directly applicable to AI training, data annotation, content review, and data labeling projects.

Labeling Experience

Education

Work History