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Ken KuntaiKK
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Ken Kuntai

@kenkuntai

I improve AI training datasets through accurate annotation, validation, and quality assurance.

United States
Message

What I'm looking for

I'm seeking remote AI training, data labeling, and annotation roles where accuracy, reliability, quality assurance, and consistent delivery under deadlines are critical.

I've supported AI model training through high-volume annotation, labeling, categorization, and output evaluation on Outlier and Remotask. I use systematic quality checks to improve dataset accuracy, consistency, and reliable model performance.

Alongside my AI data work, I've provided patient care and maintained precise clinical documentation at Gale Healthcare Services, Masonic Home of Kentucky, St. Mary Elizabeth Hospital, and Trilogy Health Services LLC.

I'm comfortable working remotely under deadlines, managing complex platform-based tasks, and bringing careful recordkeeping, clear communication, and consistent attention to detail to every workflow.

Experience

Work history, roles, and key accomplishments

GS
Current

Certified Nursing Assistant

Gale Healthcare Services

Jun 2018 - Present (8 years 2 months)

Maintain precise clinical documentation of vital signs and patient information in medical records systems. Support fast-paced care environments requiring multitasking, clear communication, and reliable follow-through.

OU

Freelance AI Data Contributor

Outlier

Apr 2024 - Jan 2026 (1 year 9 months)

Performed advanced data labeling, categorization, and evaluation tasks for AI development projects. Validated model outputs and refined dataset quality to improve training accuracy and consistency.

RE

Freelance AI Data Contributor

Remotask

Jan 2022 - Mar 2024 (2 years 2 months)

Completed high-volume data annotation, categorization, and labeling tasks supporting AI model training pipelines. Conducted quality assurance reviews to ensure accuracy and consistency across large-scale datasets.

SH

Patient Care CNA

St. Mary Elizabeth Hospital

Aug 2014 - Apr 2016 (1 year 8 months)

Prepared patients for procedures and documented treatment progress with clinical precision. Monitored intake and condition changes, promptly reporting observations to medical staff.

TL

Certified Nursing Assistant

Trilogy Health Services LLC

Mar 2007 - Jul 2014 (7 years 4 months)

Supported residents with daily care while maintaining accurate records of conditions and activities. Collaborated with interdisciplinary teams to ensure proper nutrition and therapeutic support.

Education

Degrees, certifications, and relevant coursework

JC

JCC Technical College

Associate of Science, General Studies

Activities and societies: Dean's List Honoree

Earned an Associate of Science degree and was named to the Dean's List.

Tech stack

Software and tools used professionally

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