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Joy Harrison

Joy Harrison

AI Data Labeler with Annotation, Rating & QA Experience

AUSTRALIA flag
Carrum, Australia
$16.00/hrEntry LevelAppenClickworkerData Annotation Tech

Key Skills

Software

AppenAppen
ClickworkerClickworker
Data Annotation TechData Annotation Tech
LabelboxLabelbox
Other

Top Subject Matter

No subject matter listed

Top Data Types

ImageImage
TextText
VideoVideo

Top Label Types

Bounding Box
Cuboid
Evaluation Rating
Object Detection
Segmentation

Freelancer Overview

I have hands-on experience supporting AI training through data labeling, annotation, and output rating tasks. My work includes annotating text and image data, applying labels accurately based on detailed guidelines, and evaluating model outputs for quality, relevance, and correctness. I focus on consistency, attention to detail, and meeting task-specific requirements to help improve model performance. I am comfortable learning new annotation tools and workflows and adapting quickly to different project standards. I bring a quality‑focused mindset, strong reading comprehension, and the ability to follow complex instructions closely. My reliability, accuracy, and willingness to take feedback make me a strong contributor to AI training projects, even in fast‑paced or evolving environments.

Entry LevelEnglish

Labeling Experience

Aether

OtherImageBounding BoxPolygon
• I am actively contributing to the Aether project on Outlier, supporting the development and refinement of large language models through expert data labeling and evaluation. • I review and assess model outputs for accuracy, relevance, clarity, safety, and adherence to instructions. • I perform detailed annotation tasks, including rating responses, identifying policy or safety concerns, comparing multiple outputs, and selecting the highest‑quality answer. • I create gold‑standard rewrites and corrected responses that serve as training data for model improvement. • I generate new prompts, edge cases, and test scenarios to broaden model evaluation coverage across diverse subjects and reasoning types. • I ensure high levels of accuracy, consistency, and clarity by closely following project guidelines and established quality standards. • I participate in ongoing quality‑control reviews and feedback cycles to continually refine my annotations.

• I am actively contributing to the Aether project on Outlier, supporting the development and refinement of large language models through expert data labeling and evaluation. • I review and assess model outputs for accuracy, relevance, clarity, safety, and adherence to instructions. • I perform detailed annotation tasks, including rating responses, identifying policy or safety concerns, comparing multiple outputs, and selecting the highest‑quality answer. • I create gold‑standard rewrites and corrected responses that serve as training data for model improvement. • I generate new prompts, edge cases, and test scenarios to broaden model evaluation coverage across diverse subjects and reasoning types. • I ensure high levels of accuracy, consistency, and clarity by closely following project guidelines and established quality standards. • I participate in ongoing quality‑control reviews and feedback cycles to continually refine my annotations.

2024

Education

S

Swinburne University of Technology

Certificate IV, Work Health and Safety

Certificate IV
2024 - 2024
C

Chisholm Dandenong

Certificate IV, Graphic Design and Printing

Certificate IV
2008 - 2008

Work History

R

Remote - Freelance

AI Training Contributor

Remote
2024 - Present
F

Freedom FM

OHS Coordinator

Seaford
2023 - Present