Ken Kuntai
@kenkuntai
I improve AI training datasets through accurate annotation, validation, and quality assurance.
What I'm looking for
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
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.
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.
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.
Certified Nursing Assistant
Masonic Home of Kentucky
May 2016 - May 2018 (2 years)
Recorded vital signs and monitored medical symptoms with high attention to accuracy and detail. Documented daily patient care and progress, supporting continuity of information across care teams.
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.
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
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
Availability
Location
Authorized to work in
Job categories
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