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Ashley Awuor

@ashleyawuor

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Detail-oriented AI/ML data contributor improving labeling quality and content evaluation accuracy.

United States

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What I'm looking for

I’m looking for flexible, remote AI/ML data projects where I can deliver accurate data labeling, content evaluation, and guideline-based quality checks, plus user/app/device testing. I thrive on detailed instructions, repeatable workflows, and reliable remote collaboration.

I’m an AI/ML Data Contributor focused on data labeling, content evaluation, and quality checking. I review AI-generated responses for accuracy, relevance, clarity, and instruction-following, and I label/categorize content using detailed project guidelines.

From January 2023 to the present, I complete AI/ML data tasks involving text review, labeling, content evaluation, and quality checking. I check annotations for consistency, missing information, formatting issues, and possible errors, using online dashboards, spreadsheets, and digital tools to keep work accurate.

Previously, I worked as a Data Labeling and Review Assistant (June 2021 – December 2022), supporting text, image, video, and online content evaluation. I performed repetitive quality-control tasks while maintaining accuracy and consistency, and I escalated unclear cases when guidelines were uncertain.

Earlier, as a Content Review and Digital Support Assistant (March 2020 – May 2021), I reviewed digital content for accuracy, relevance, completeness, and formatting. I also supported data entry, online research, and document checking with tools like Google Docs/Sheets and Microsoft Word/Excel, and I’ve continued to strengthen my ability to follow instructions and deliver reliable remote, task-based work.

Experience

Work history, roles, and key accomplishments

Current

AI Data Annotation Contributor

Current

Freelance

Jan 2023 - Present (3 years 5 months)

Completed AI/ML data tasks including text review, labeling, and content evaluation, ensuring responses met accuracy, relevance, and instruction-following requirements. Performed quality checks for missing information, formatting issues, consistency, and potential errors using online dashboards and spreadsheets.

AI Data Annotation Data Labeling Content Evaluation Guideline Based Evaluation Instruction Following Checks Quality Assurance Dashboards

Data Labeling and Review Assistant

Contract

Jun 2021 - Dec 2022 (1 year 6 months)

Supported digital review projects across text, image, video, and online content evaluation by categorizing content per project guidelines. Conducted repetitive quality-control work with consistent accuracy and escalated unclear cases when instructions were uncertain.

Data Labeling Content Review Quality Control Text And Multimedia Categorization Escalations

Content Review & Digital Support

Online Projects

Mar 2020 - May 2021 (1 year 2 months)

Reviewed digital content for accuracy, relevance, completeness, and formatting while supporting basic data entry, document checking, and online research tasks. Followed written instructions carefully to deliver work within deadlines using Google and Microsoft productivity tools.

Data Entry Online Research Independent Task Work

Education

Degrees, certifications, and relevant coursework

Community College of Denver

Certificate, Computer Applications and Digital Skills

2020 -

Activities and societies: Relevant coursework: Computer Applications, Data Entry, Digital Communication, Internet Research, Information Management.

Earned a Certificate in Computer Applications and Digital Skills, with coursework covering computer applications, data entry, and information management.