Felix Ndiema

Key Skills

Software

CVAT

Top Subject Matter

Content Policy and Safety

Legal Services & Contract Review

Regulatory Compliance & Risk Analysis

Top Data Types

Image

Video

Text

Document

Top Label Types

Bounding Box

Classification

Freelancer Overview

Remote Video Content Reviewer (Freelance / Independent). Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Murang'a University (2025) and Kenya Certificate of Secondary Education, Kimobo Friends Highschool (2020). AI-training focus includes data types such as Video and labeling workflows including Classification.

Labeling Experience

Remote Video Content Reviewer (Freelance / Independent)

VideoClassification

As a remote video content reviewer, I evaluated and labeled video data for compliance with digital platform policies. I categorized, flagged, and classified video content to support AI training and digital quality assurance. My work contributed directly to improving content moderation systems and training AI algorithms for accurate policy enforcement. • Conducted content classification, policy annotation, and data categorization on large volumes of video. • Leveraged pattern recognition and critical thinking to identify guideline violations for escalation. • Used internal moderation and reporting tools to document review outcomes for AI datasets. • Ensured accuracy and confidentiality while annotating sensitive or restricted content.

As a remote video content reviewer, I evaluated and labeled video data for compliance with digital platform policies. I categorized, flagged, and classified video content to support AI training and digital quality assurance. My work contributed directly to improving content moderation systems and training AI algorithms for accurate policy enforcement. • Conducted content classification, policy annotation, and data categorization on large volumes of video. • Leveraged pattern recognition and critical thinking to identify guideline violations for escalation. • Used internal moderation and reporting tools to document review outcomes for AI datasets. • Ensured accuracy and confidentiality while annotating sensitive or restricted content.

2024 - Present

AI Data Annotation and Image labeling Specialist

CVATImageBounding Box

Worked on AI training datasets by performing high-quality image annotation and labeling tasks. Responsibilities included bounding box annotation, object classification, and data quality verification using tools like CVAT. Ensured accurate labeling of objects to support machine learning model training. Followed project guidelines carefully and maintained high consistency and quality standards throughout the project.

Worked on AI training datasets by performing high-quality image annotation and labeling tasks. Responsibilities included bounding box annotation, object classification, and data quality verification using tools like CVAT. Ensured accurate labeling of objects to support machine learning model training. Followed project guidelines carefully and maintained high consistency and quality standards throughout the project.

2025 - 2025

Education

Work History