Ruth O.

Key Skills

Software

LabelImg

Top Subject Matter

Object detection dataset labeling (cars, pedestrians).

Text dataset labeling and categorization for AI training.

Top Data Types

Image

Text

Top Task Types

Bounding Box

Classification

Freelancer Overview

Volunteered Freelance Labeler (AI labeler). Core strengths include LabelImg, N, and A. Education includes Certificate, Brainions Academy (2025). AI-training focus includes data types such as Image and Text and labeling workflows including Bounding Box and Classification.

Labeling Experience

Volunteered Freelance Labeler (AI labeler)

TextClassification

Volunteered as a freelance labeler handling datasets that included text for AI training. Labeled and categorized text samples according to the task guidelines and maintained consistent annotation decisions. Reviewed and validated annotations to ensure quality and reliability. • Labeled and categorized text datasets for AI training. • Followed detailed guidelines to maintain labeling quality. • Reviewed annotations for accuracy and consistency. • Collaborated with team members to resolve unclear cases.

2025 - Present

Volunteered Freelance Labeler (AI labeler)

LabelImgImageBounding Box

Volunteered as a freelance AI labeler for image-related datasets used in model training. Created bounding boxes and classifications for objects such as cars and pedestrians while ensuring alignment with annotation guidelines. Performed review checks to maintain accuracy, consistency, and labeling quality. • Annotated images for object detection tasks. • Used labellmg to generate bounding boxes and classifications. • Reviewed annotations for accuracy and consistency. • Collaborated with team members to resolve unclear cases.

2025 - Present

Education

Work History