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Appen
Clickworker
Label Studio
Mercor
Lionbridge
Mindrift
Remotasks
SuperAnnotate
Telus
Toloka
Document
Text
Audio
Classification
Transcription
Data Collection
Prompt + Response Writing (SFT)
Evaluation/Rating
Question Answering
Text Summarization
Text Generation
RLHF
Object DetectionEnglish Native AI Trainer. Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N and A. Education includes Work Readiness Certificate, Afrika Tikkun (2023) and Public Management and Governance Certificate, University of South Africa (2023). AI-training focus includes data types such as Document and labeling workflows including Evaluation, Rating, and Classification.
DocumentYou reviewed AI-generated document-related content for accuracy, clarity, and policy compliance to support model improvement. • Checked outputs against expected behavior and compliance requirements. • Provided structured human feedback to guide refinements. • Created prompts and evaluated AI outputs used in training datasets. • Reviewed structured data to ensure consistency with labeling guidelines.
DocumentData CollectionI was responsible for entering, reviewing and organizing data quickly while making sure that everything was accurate and consistent
DocumentClassificationYou annotated and labeled datasets for machine learning and AI model training, focusing on document categorization. • Categorized documents and text data using structured taxonomy systems. • Conducted quality control by reviewing annotations for dataset accuracy. • Supported document classification and information extraction workflows. • Verified consistency of labeled outputs before dataset use.
Public Management and Governance Certificate, Public Management and Governance
Work Readiness Certificate, Work Readiness
Administrative Assistant
Human Resource Volunteer
