Key Skills

Software

OneForma

Top Subject Matter

Supervised Machine Learning

Data Annotation Quality

Top Data Types

Text

Audio

Image

Top Task Types

Classification

Segmentation

Freelancer Overview

Annotation Analyst. Core strengths include OneForma, Internal, and Proprietary Tooling. Education includes Bachelor, The North University of China (2024). AI-training focus includes data types such as Text, Audio, and Image and labeling workflows including Classification, Evaluation, and Rating.

Labeling Experience

Annotation Analyst

OneformaTextClassificationSegmentation

As an annotation analyst at OneForma, I performed extensive data annotation on text, audio, and image datasets to support supervised machine learning training. My work required strict adherence to quality guidelines and helped drive improvements in data labeling accuracy and team efficiency. I contributed to workflow optimization and played a key role in onboarding and mentoring new team members. • Annotated over 50,000 items with greater than 98% accuracy, consistently meeting project service levels. • Reviewed and validated peer outputs, reducing labeling errors by 15% through effective feedback. • Created standard operating checklists that improved team throughput by 20%. • Trained and mentored 6 new annotators to maintain quality and consistency across projects.

As an annotation analyst at OneForma, I performed extensive data annotation on text, audio, and image datasets to support supervised machine learning training. My work required strict adherence to quality guidelines and helped drive improvements in data labeling accuracy and team efficiency. I contributed to workflow optimization and played a key role in onboarding and mentoring new team members. • Annotated over 50,000 items with greater than 98% accuracy, consistently meeting project service levels. • Reviewed and validated peer outputs, reducing labeling errors by 15% through effective feedback. • Created standard operating checklists that improved team throughput by 20%. • Trained and mentored 6 new annotators to maintain quality and consistency across projects.

2024 - 2026

Education

Work History