Naomi K.

Key Skills

Software

Don't disclose

OneForma

Telus

Top Subject Matter

AI training data for machine learning

text sentiment and categorization

image classification/categorization

Top Data Types

Text

Image

Audio

Document

Top Task Types

Classification

Freelancer Overview

Data Annotation Specialist (Freelance / Remote) — RWS Group | TELUS Digital | OneForma. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose, OneForma, and Telus. Education includes Bachelor of Science, Jomo Kenyatta University of Agriculture and Technology (JKUAT) (2026) and Kenya Certificate of Secondary School Education, Moi Girl’s School Nairobi (2021). AI-training focus includes data types such as Text, Image, and Audio and labeling workflows including Classification.

Labeling Experience

Data Annotation Specialist (Freelance / Remote) — RWS Group | TELUS Digital | OneForma

TelusAudioClassification

Annotated and labeled audio datasets to support AI and machine learning model training initiatives. Reviewed and validated labeled segments for correctness, consistency, and quality according to project guidelines. Implemented detailed annotation standards including classification and categorization to maintain dataset usefulness for downstream modeling. • Labeled audio data according to defined annotation procedures • Performed quality assurance checks to ensure label integrity • Met tight deadlines while ensuring accuracy • Collaborated with remote teams and followed confidentiality rules

2025 - Present

Data Annotation Specialist (Freelance / Remote) — RWS Group | TELUS Digital | OneForma

OneFormaImageClassification

Annotated and labeled image datasets as part of AI and machine learning model training tasks. Conducted validation and quality assurance by checking annotations for accuracy, consistency, and adherence to project guidelines. Applied structured labeling standards including classification and categorization to ensure reliable outputs. • Produced image annotations per dataset instructions and labeling schema • Reviewed and validated annotation quality against guideline requirements • Achieved high accuracy in fast-paced remote work environments • Followed confidentiality and data privacy protocols for sensitive information

2025 - Present

Data Annotation Specialist (Freelance / Remote) — RWS Group | TELUS Digital | OneForma

Don't discloseTextClassification

Annotated and labeled large text datasets to support AI and machine learning model training while following project-specific guidelines. Performed quality checks by reviewing and validating annotations for accuracy, consistency, and overall dataset suitability. Applied classification, categorization, and sentiment analysis labeling standards to meet defined requirements and deadlines. • Labeled examples according to detailed annotation rules and schemas • Validated outputs against accuracy/quality criteria • Maintained high accuracy while working to strict remote deadlines • Collaborated with global teams to ensure task alignment and delivery quality

2025 - Present

Education

Work History