Ruth O.

Key Skills

Software

LabelImg

Labelbox

Top Subject Matter

Object Detection

Text Classification

Top Data Types

Image

Text

Top Task Types

Object Detection

Bounding Box

Classification

Freelancer Overview

Freelance Labeler (Volunteer). Core strengths include LabelImg and Labelbox. 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

Freelance AI Labeler

LabelImgImageObject DetectionBounding Box

I worked as a freelance labeler annotating images and text datasets for AI training and development. My responsibilities included creating accurate annotations, reviewing data for quality, and following comprehensive guidelines to maintain standards. I utilized labeling tools such as LabelImg and Labelbox to complete diverse annotation tasks efficiently. • Labeled over 1,000 images for object detection tasks such as identifying cars and pedestrians. • Collaborated with team members to resolve annotation ambiguities and improve consistency. • Reviewed and validated annotations to ensure high-quality data output. • Maintained productivity while meeting stringent deadlines and project requirements.

2024 - Present

Freelance Labeler (Volunteer)

LabelboxTextClassification

For various data labeling assignments, I classified and annotated text data for machine learning purposes. My responsibilities included following strict guidelines to ensure labeled data was accurate and of high quality. Throughout the projects, I contributed to the efficient processing of diverse text datasets. • Categorized and annotated text samples per project requirements • Conducted quality checks for consistency in text labeling • Assisted in clarifying difficult data cases collaboratively • Enhanced AI models by supplying well-labeled text data.

Present

Education

Work History