Open to opportunities

Danielle cole

@daniellecole

Senior AI data annotation specialist and remote data analyst improving ML quality through labeling and rigorous evaluation.

United States

Message

What I'm looking for

I’m looking for remote, project-based work where I can label and evaluate training data, run pairwise comparisons, and ensure high-quality QA so ML teams deliver reliable search and chatbot results.

I’m an experienced AI Data Annotation Specialist and Remote Data Analyst with more than 12 years supporting machine learning through data labeling, AI evaluation, and quality assurance for global remote teams. I annotate image, text, audio, and video datasets, perform pairwise comparison tasks, and complete object tagging and classification—often achieving over 98% quality accuracy.

In roles with Appen, TELUS International AI Data Solutions, and Lionbridge, I reviewed AI-generated outputs, evaluated search relevance, conducted internet research and data categorization, and maintained strict QA standards while meeting tight deadlines. I bring strong English communication (C2), careful attention to detail, and analytical problem-solving to every project, especially in remote freelance and contract environments.

Experience

Work history, roles, and key accomplishments

Current

Senior AI Data Annotator

Current

Appen Inc.

Jan 2021 - Present (5 years 5 months)

Annotated and evaluated ML datasets for text, images, and audio, including pairwise comparison tasks to improve search and chatbot responses. Completed object tagging/classification with over 98% quality accuracy while collaborating with international AI teams.

AI Data Annotation Pairwise Comparisons Classification Data Validation Quality Assurance

Remote Data Evaluator

TELUS International AI Data Solutions

Mar 2018 - Dec 2020 (2 years 9 months)

Reviewed AI-generated outputs and evaluated search relevance to support machine learning systems. Performed internet research and data categorization while maintaining quality assurance standards and meeting strict deadlines.

AI Output Evaluation Search Relevance Internet Research Data Validation Quality Assurance Content Review

AI Training Data Associate

Lionbridge Technologies

Jun 2014 - Feb 2018 (3 years 8 months)

Worked on multilingual data annotation and content evaluation projects for AI training. Performed image labeling and content moderation, improving dataset quality through detailed verification and review.

Data Annotation Content Evaluation Image Labeling Content Moderation Data Verification Data Quality Data Processing

Data Entry & Research Specialist

Leapforce Group

Aug 2010 - May 2014 (3 years 9 months)

Managed online research projects and large-scale data entry operations for remote clients. Produced digital reports, maintained accurate records, and supported workflow documentation while handling confidential information.

Online Research Data Entry Data Processing Report Preparation Record Management Workflow Documentation Data Quality Assurance

Administrative Assistant

Cedar Hill Business Services

May 2006 - Jul 2010 (4 years 2 months)

Provided administrative and customer support, including office documentation, scheduling, and electronic records management. Supported business reporting using Microsoft Office applications.

Administrative Support Scheduling Documentation Management Microsoft Office Customer Support Business Reporting Office Operations