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Ken Eugene

Ken Eugene

Data Annotator

KENYA flag
Nairobi, Kenya
$15.00/hrIntermediateAppenScale AIToloka

Key Skills

Software

AppenAppen
Scale AIScale AI
TolokaToloka
TelusTelus
Internal/Proprietary Tooling

Top Subject Matter

Legal Services & Contract Review
Regulatory Compliance & Risk Analysis
Legal Research & Document Analysis

Top Data Types

Computer Code ProgrammingComputer Code Programming
TextText
DocumentDocument

Top Task Types

Classification
Text Generation
Question Answering
Text Summarization
Transcription
Evaluation Rating
Computer Programming Coding
Data Collection

Freelancer Overview

I label and review AI/NLP training data with high accuracy. I handle text and image annotation, follow strict guidelines, and deliver consistent datasets for machine learning models.

IntermediateSwahiliEnglish

Labeling Experience

Senior AI Data Annotator

ImageRLHF
• Annotated 500,000+ images and video frames for autonomous vehicle and robotics clients, maintaining 98.7% accuracy across bounding box, segmentation, and keypoint tasks. • Led a team of 6 annotators on a 12-month computer vision project, reducing error rates by 22% through targeted quality audits and feedback sessions. • Transcribed and labeled 1,200+ hours of multilingual audio/video content for ASR model training, achieving a <2% error rate verified by QA leads. • Designed ontologies and labeling guidelines in Labelbox for 4 client projects, streamlining onboarding time by 30%. • Performed RLHF (Reinforcement Learning from Human Feedback) tasks — rating and ranking AI-generated responses for alignment and safety — contributing to LLM fine-tuning pipelines.

• Annotated 500,000+ images and video frames for autonomous vehicle and robotics clients, maintaining 98.7% accuracy across bounding box, segmentation, and keypoint tasks. • Led a team of 6 annotators on a 12-month computer vision project, reducing error rates by 22% through targeted quality audits and feedback sessions. • Transcribed and labeled 1,200+ hours of multilingual audio/video content for ASR model training, achieving a <2% error rate verified by QA leads. • Designed ontologies and labeling guidelines in Labelbox for 4 client projects, streamlining onboarding time by 30%. • Performed RLHF (Reinforcement Learning from Human Feedback) tasks — rating and ranking AI-generated responses for alignment and safety — contributing to LLM fine-tuning pipelines.

2025 - 2025

AI Content Moderator & Text Labeler

TextClassification
• Completed 80,000+ NLP annotation tasks including sentiment labeling, intent classification, and named entity recognition for major tech clients' virtual assistant products. • Moderated user-generated content at a throughput of ~400 items/hour while maintaining policy compliance rates above 97%. • Contributed to search relevance rating projects (EEAT evaluation), assessing query-result pairs across 5 content verticals. • Participated in data quality audits, flagging systematic labeling inconsistencies that improved team-wide F1 scores by 8%.

• Completed 80,000+ NLP annotation tasks including sentiment labeling, intent classification, and named entity recognition for major tech clients' virtual assistant products. • Moderated user-generated content at a throughput of ~400 items/hour while maintaining policy compliance rates above 97%. • Contributed to search relevance rating projects (EEAT evaluation), assessing query-result pairs across 5 content verticals. • Participated in data quality audits, flagging systematic labeling inconsistencies that improved team-wide F1 scores by 8%.

2024 - 2024

Education

T

Taita Taveta University

Information Technology, Computer Science

Information Technology
2015 - 2019

Work History

R

RWS

Annotator

Nairobi
2025 - Present