Shirley H.

Key Skills

Software

Other

Appen

Top Subject Matter

AI data labeling and text categorization

Online research and structured content organization

Top Data Types

Text

Image

Document

Top Task Types

Classification

Freelancer Overview

I have experience working with data annotation and AI training tasks that involve labeling text, images, audio, and other datasets to improve machine learning accuracy. I am skilled in identifying patterns, following detailed annotation guidelines, maintaining high accuracy, and meeting deadlines while handling repetitive tasks with consistency. I also understand the importance of quality control, confidentiality, and properly categorizing data for AI model training. My background in technology and digital tools has helped me adapt quickly to different labeling platforms and workflows. What sets me apart is my strong attention to detail, fast learning ability, and commitment to producing accurate results. I am comfortable working independently or as part of a remote team, and I can efficiently manage large volumes of data without compromising quality. In addition, I have good communication skills, basic technical knowledge, and experience using online productivity tools, which makes it easier for me to contribute effectively to AI training and data labeling projects.

Labeling Experience

Digital Content & Research (research curation and structured organization)

OtherText

Conducted internet research and organized retrieved information for reporting and knowledge management purposes. Ensured information quality by reviewing and organizing content in a structured way for downstream use. Supported content creation and presentation by curating and validating information gathered online. • Performed online research and information organization • Reviewed content to maintain accuracy for reporting • Structured findings for reliable downstream use • Supported digital content generation using curated information

2013 - 2018

AI Data Labeling Projects (text labeling and categorization)

OtherTextClassification

Assisted in organizing and categorizing digital text content for AI-assisted tasks, ensuring labels were accurate and consistently applied. Reviewed text-based content and applied appropriate categories while maintaining quality and attention to detail throughout the labeling workflow. Used AI tools to support productivity and improve labeling accuracy and consistency. • Labeled and categorized text content for AI-related tasks • Conducted accuracy checks for consistency across labeled items • Supported workflow improvements using AI tools • Focused on maintaining high-quality, reliable label outputs

2013 - 2018

Education

Work History