World O.

Key Skills

Software

Other

Clickworker

Appen

Top Subject Matter

AI training

dataset preparation

image/text classification labeling

Top Data Types

Image

Text

Video

Top Task Types

Classification

Point/Key Point

Object Detection

Data Collection

Freelancer Overview

Self-practiced data labeling tasks (images/text classification) as part of AI training. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes KCSE Certificate, Thika Garrison Secondary School (2025). AI-training focus includes data types such as Image and Text and labeling workflows including Classification.

Labeling Experience

Self-practiced data labeling tasks (images/text classification) as part of AI training

OtherImageClassification

The candidate practiced AI data labeling tasks focused on image and text classification, supporting dataset preparation for model training. This involved assigning appropriate categories to inputs while maintaining accuracy and consistency during annotation. The work also included exploring AI tools and understanding how labeled data fits into machine learning workflows. • Image/text classification labeling practice • Dataset preparation and quality-minded labeling • Validation and consistency checks during labeling • Exploration of AI tools/platforms for annotation workflows

2025 - Present

Education

Work History