Zi Yin Fann

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

No subject matter listed

Top Data Types

Image

Medical Dicom

Text

Top Task Types

Action Recognition

Data Collection

Diagnosis

Translation Localization

Freelancer Overview

I have hands-on experience in data labeling and AI training data projects, where precision, consistency, and contextual understanding are essential. My background in clinical research and data analysis has strengthened my ability to handle large datasets systematically, ensuring high-quality annotations that align with project guidelines. I am proficient in maintaining data integrity, identifying anomalies, and performing quality checks to enhance the reliability of AI model outputs. Additionally, my work as a bilingual translator (Chinese–English) has honed my linguistic sensitivity and attention to detail—skills that are particularly valuable in natural language processing (NLP) and text classification tasks. I am adept at following complex labeling instructions, adapting to evolving project requirements, and meeting deadlines without compromising accuracy. My combined expertise in data handling, critical analysis, and cross-language precision enables me to contribute effectively to AI training initiatives that demand both technical accuracy and contextual understanding.

Labeling Experience

Education

Work History