Dawn Mahoney

Key Skills

Software

Appen

Clickworker

Lionbridge

OneForma

Telus

Top Subject Matter

Web Content/Search Quality

Computer Vision/Image Quality

NLP/Text Search Evaluation

Top Data Types

Text

Image

Document

Top Label Types

Bounding Box

Polygon

Transcription

Evaluation Rating

Data Collection

Classification

Freelancer Overview

Search Quality Rater. Brings 25+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Welocalize and Appen. Education includes High School Diploma, Martin Luther High School (1985). AI-training focus includes data types such as Text and Image and labeling workflows including Evaluation and Rating.

Labeling Experience

Remote AI Data Contributor (Text Evaluation)

AppenText

Performed text evaluation, search result annotation, and data collection to train natural language AI systems. Completed labeling tasks including text classification and content review for multiple AI data providers. Maintained rigorous adherence to quality and accuracy standards. • Participated in varied annotation and labeling projects • Evaluated text relevance and accuracy for AI models • Supported search engine and NLP task improvements • Utilized third-party and proprietary labeling tools (Appen, Telus, OneForma)

Performed text evaluation, search result annotation, and data collection to train natural language AI systems. Completed labeling tasks including text classification and content review for multiple AI data providers. Maintained rigorous adherence to quality and accuracy standards. • Participated in varied annotation and labeling projects • Evaluated text relevance and accuracy for AI models • Supported search engine and NLP task improvements • Utilized third-party and proprietary labeling tools (Appen, Telus, OneForma)

2020 - Present

Remote AI Data Contributor (Image Evaluation)

AppenImage

Assessed image quality and consistency to train and improve AI models. Performed annotation, labeling, and data collection tasks supporting global AI initiatives. Ensured high standards of accuracy and reliability in labeled data sets. • Engaged in image evaluation and annotation • Supported global AI data pipelines (Appen, Telus, OneForma) • Maintained accurate and consistent labeling practices • Managed tasks using remote proprietary and third-party platforms

Assessed image quality and consistency to train and improve AI models. Performed annotation, labeling, and data collection tasks supporting global AI initiatives. Ensured high standards of accuracy and reliability in labeled data sets. • Engaged in image evaluation and annotation • Supported global AI data pipelines (Appen, Telus, OneForma) • Maintained accurate and consistent labeling practices • Managed tasks using remote proprietary and third-party platforms

2020 - Present

Search Quality Rater Welocalize

TextEvaluation Rating

Evaluated search results and web content for quality, relevance, and usefulness to support AI search engine improvements. Applied detailed project guidelines and criteria to assess nuanced user intent and web page content. Provided structured feedback that enhanced search quality and user experience. • Maintained accuracy across large volumes of evaluation tasks • Conducted research to verify credibility and identify misinformation • Delivered consistent, objective judgments on content • Supported ongoing improvement of search algorithms

Evaluated search results and web content for quality, relevance, and usefulness to support AI search engine improvements. Applied detailed project guidelines and criteria to assess nuanced user intent and web page content. Provided structured feedback that enhanced search quality and user experience. • Maintained accuracy across large volumes of evaluation tasks • Conducted research to verify credibility and identify misinformation • Delivered consistent, objective judgments on content • Supported ongoing improvement of search algorithms

2022 - 2026

Education

Work History