I will do medical data annotation clinical documentation and ehr emr data entry
Medical Video Annotator Lead QA
About this Gig
Healthcare professional with 7+ years of experience in clinical documentation, medical scribing, and AI-driven medical data annotation. I help healthcare AI companies, startups, and clinics build accurate, compliant clinical datasets and documentation.
What I bring:
Medical/clinical data annotation (text, image, video dermatology, radiology, surgical)
Surgical video annotation using CVAT (segmentation, bounding boxes, pixel masking)
Medical transcription and clinical documentation
EHR/EMR data entry (Cerner, Epic, Oracle Health)
Annotation guideline authorship and QA review
Why work with me:
Led QA for a surgical video annotation project reviewed 100 laparoscopic cholecystectomy videos in 1 month, authored the annotation guidelines the team still uses
Annotated and validated 10,000+ clinical data records for AI model training, maintaining.
2+ years as a medical scribe for US physicians, maintaining >99% documentation accuracy across high-volume daily encounters
Hands-on with ICD-10 coding and HIPAA-compliant workflows
I don't just label data I understand the clinical context behind it. Message me before ordering if your project has specific requirements.
Technique:
Manual
Tagging type:
Text
•
Image
•
Video
FAQ
Do you handle real patient data, or only de-identified/sample data?
I work with de-identified, anonymized, or sample datasets provided by the client. But I also handles real patient PHI within a HIPAA-compliant, authorized environment.
What annotation tools do you work with?
I have hands-on experience with CVAT for image/video annotation, Label Studio and Doccano. I also use Label Box and Super annotate tools. I uses EHR systems like Cerner, Epic, and Oracle Health for documentation and data entry tasks.
Can you handle large volumes or ongoing projects?
Yes — I've annotated and QA'd 10,000+ clinical records and led annotation teams. I can scale to larger volumes and take on recurring/long-term projects.

