Ruth M.

Key Skills

Software

Appen

Clickworker

CloudFactory

CVAT

HiveMind

Labelbox

Label Studio

OneForma

Remotasks

Sama

Supervisely

Toloka

Telus

Scale AI

Top Subject Matter

No subject matter listed

Top Data Types

Audio

Image

Video

Top Task Types

Action Recognition

Audio Recording

Bounding Box

Classification

Polygon

Freelancer Overview

I am an experienced image annotation specialist with extensive hands-on work in image segmentation, bounding box creation, video annotation, transcription, and data categorization across multiple AI data-labeling platforms. Since 2019 I have worked with organizations such as Samasource, Remotask, Avala AI and Clutterbot AI performing annotation, reviewing work, quality checks, and providing floor support and training to colleagues. My background includes a BSc in Biotechnology and a certificate in Digital Literacy and Image Annotation, combining technical understanding with practical annotation skills and attention to detail. I am driven to contribute effectively to organizational success, improve processes through quality assurance, and mentor teammates while continuing to grow my technical annotation and review capabilities.

Labeling Experience

bounding box

CVATVideoBounding BoxPoint/Key Point

the project involved drawing accurate bounding box around animals and human beings and also adding keypoints.

2025

LLM

SamaTextText Generation

the project involves generating and correcting already generated AI text

2024

Education

Work History