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Detail-focused content and data reviewer with experience in AI training, annotation, and quality assurance. Proven ability to apply written guidelines, review large volumes of text and image content, evaluate accuracy, and provide structured feedback. Able to work independently, meet deadlines, and maintain confidentiality while improving data quality for AI systems and digital platforms.…

Robin Riley

Data Scientist, QA Engineer, Content Creator, +5

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Detail-focused content and data reviewer with experience in AI training, annotation, and quality assurance. Proven ability to apply written guidelines, review large volumes of text and image content, evaluate accuracy, and provide structured feedback. Able to work independently, meet deadlines, and maintain confidentiality while improving data quality for AI systems and digital platforms.…

Available to hire

Detail-focused content and data reviewer with experience in AI training, annotation, and quality assurance. Proven ability to apply written guidelines, review large volumes of text and image content, evaluate accuracy, and provide structured feedback.

Able to work independently, meet deadlines, and maintain confidentiality while improving data quality for AI systems and digital platforms.

Skills

AI Data Labelling

Copywriting

Data Visualization

Experience Level

AI Data Labelling

Expert

Copywriting

Expert

Data Visualization

Intermediate

Language

English

Fluent

Work Experience

Data Quality Reviewer / Annotation Specialist (Contract)

January 1, 2022 - Present

Reviewed AI-generated text and image outputs for accuracy, logic, guideline compliance, and overall quality. Used written rubrics and policy standards to evaluate content, label information, and correct errors. Audited and graded peer submissions to maintain consistency across teams. Met project deadlines while working independently and maintaining high accuracy rates.

E-commerce Operations – Self-Employed at Self-Employed

January 1, 2022 - Present

Created accurate product listings, descriptions, and pricing across platforms such as Poshmark and eBay. Organized inventory data, tracked orders, and handled customer communication in writing. Ensured all listings matched platform standards and policies.

Short-Term Rental Host at Airbnb

January 1, 2019 - Present

Managed guest communication through written messaging (check-in instructions, troubleshooting, policies). Kept detailed documentation of bookings, maintenance, and house rules. Ensured listing accuracy, regulatory compliance, and clear information for guests.

Owner / Manager at Demagogue Boutique

January 1, 2010 - January 1, 2019

Managed customer interactions, appointment scheduling, inventory tracking, and vendor coordination. Kept accurate financial and product records. Created written content for social media, promotions, and product descriptions.