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Raymond Motshabi

@raymondmotshabi

Message

I label computer vision data accurately using Lab Studio, CVAT and annotation guidelines.

South Africa

Message

What I'm looking for

I'm looking for remote AI data annotation or data-labeling work where I can apply CVAT, follow annotation guidelines, deliver consistent quality, and continue developing in Human-in-the-Loop AI.

I practiced computer vision annotation workflows in CVAT and Lab Studio, applying clear guidelines to deliver accurate and consistent labeled data.

My work includes bounding boxes, polygon annotation, image classification, semantic and instance segmentation, video annotation, and video-to-text transcription. I bring quality assurance, attention to detail, and Microsoft Excel skills to data-labeling tasks.

I'm also expanding into Human-in-the-Loop AI and am available for remote work.

Experience

Work history, roles, and key accomplishments

AI Data Annotator

Independent

Practised annotation workflows in CVAT on computer vision datasets, applying annotation guidelines with emphasis on quality and consistency.

CVAT Bounding Boxes Polygon Annotation Video Annotation Quality Assurance Attention To Detail

Education

Degrees, certifications, and relevant coursework

Institute of people development

Certificate, Education Training & Development Practitioner

2012 - 2012

Boston city campus

Diploma (not completed), Financial Accounting

2011 - 2012

Completed: PastelAccounting, Bookkeeping,
Cost & Management Accountancy, Payroll &
Monthly SARS, Ms Excel, Ms PowerPoint &
Pastel payrol
Not completed: Financial Statements (ICB),
Income Tax and Returns (ICB), Business Law
and Accounting Control(ICB)