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Agnes Ngaire

Freelance AI Data Contributor

Kenya flagN/A, Kenya
$20.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

General AI/ML applications
Customer Support

Top Data Types

TextText
DocumentDocument

Top Task Types

Classification

Freelancer Overview

Freelance AI Data Contributor. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Diploma or Degree in Information Technology, N/A (2023). AI-training focus includes data types such as Text and labeling workflows including Classification, Evaluation, and Rating.

Entry LevelEnglish

Labeling Experience

AI Data Quality Improvement Project (Personal/Academic)

OtherText
In the AI Data Quality Improvement Project, I focused on enhancing dataset accuracy for machine learning applications. I learned how data quality directly impacts AI model effectiveness. I contributed by implementing improved annotation techniques and quality checks. • Increased overall reliability of annotated datasets. • Developed quality metrics for consistent data evaluation. • Improved annotation processes for text-based data. • Gained experience in hands-on dataset analysis and review.

In the AI Data Quality Improvement Project, I focused on enhancing dataset accuracy for machine learning applications. I learned how data quality directly impacts AI model effectiveness. I contributed by implementing improved annotation techniques and quality checks. • Increased overall reliability of annotated datasets. • Developed quality metrics for consistent data evaluation. • Improved annotation processes for text-based data. • Gained experience in hands-on dataset analysis and review.

2023 - Present

Freelance AI Data Contributor

OtherTextClassification
As a Freelance AI Data Contributor at Outlier AI, I annotated and reviewed datasets to ensure accuracy and consistency. I followed structured guidelines for machine learning model training. My work involved identifying and correcting data inconsistencies to improve dataset quality. • Ensured high dataset accuracy for AI model performance. • Applied precise classification of various text-based data samples. • Collaborated with remote teams to maintain quality standards. • Adhered strictly to set instructions for consistent labeling.

As a Freelance AI Data Contributor at Outlier AI, I annotated and reviewed datasets to ensure accuracy and consistency. I followed structured guidelines for machine learning model training. My work involved identifying and correcting data inconsistencies to improve dataset quality. • Ensured high dataset accuracy for AI model performance. • Applied precise classification of various text-based data samples. • Collaborated with remote teams to maintain quality standards. • Adhered strictly to set instructions for consistent labeling.

2023 - Present

Education

N

N/A

Diploma or Degree in Information Technology, Information Technology

Diploma or Degree in Information Technology
2023 - 2023

Work History

N

N/A

IT Support Specialist

N/A
2022 - 2023