Manu Recovery

Key Skills

Software

Clickworker

Top Subject Matter

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Top Data Types

Computer Code Programming

Top Label Types

Prompt Response Writing SFT

Freelancer Overview

I am a detail-oriented data annotation specialist with extensive experience delivering high-quality training datasets for AI and machine learning projects. My background includes over 15,000 completed annotations across image classification, text categorization, bounding box tasks, and sentiment analysis, with a consistent accuracy rate above 98%. I have worked on complex projects in domains such as medical imaging, autonomous vehicles, and NLP, including annotating dermatological images and customer reviews with nuanced sentiment. I am highly skilled in tools like Label Studio, CVAT, and Labelbox, and have a strong understanding of data quality assurance, guideline interpretation, and productivity optimization. I am committed to maintaining rigorous quality standards and contributing to improved annotation processes in dynamic, fast-paced environments.

Labeling Experience

Data Quality Reviewer

ClickworkerComputer Code ProgrammingPrompt Response Writing SFT

• Reviewed and validated 8,000+ labeled datasets for accuracy and guideline compliance • Provided constructive feedback to annotation team members to improve label quality • Maintained audit accuracy score of 99.2% across multiple project types • Created reference examples and best practice documentation for common edge cases

• Reviewed and validated 8,000+ labeled datasets for accuracy and guideline compliance • Provided constructive feedback to annotation team members to improve label quality • Maintained audit accuracy score of 99.2% across multiple project types • Created reference examples and best practice documentation for common edge cases

2022

Education

Work History