John D.

Key Skills

Software

Other

Top Subject Matter

AI-generated content evaluation and image data preparation

Dentistry and Healthcare

Customer support and service in retail and hospitality

Top Data Types

Image

Text

Document

Top Task Types

No task types listed

Freelancer Overview

AI Generalist Trainer (Outlier AI) — AI response analysis and image content editing support. Working as a generalist on the Aether Project for 7 months, I have worked on a wide variety of tasks. Throughout this time I have worked on content analysis, reviewed responses based against factual accuracy, tone, safety and policy compliance. I have refined my critical thinking and problem-solving skills and ability to adapt quickly to different task guidelines, policies and evaluation frameworks.

Labeling Experience

AI Generalist Trainer (Outlier AI) — AI response analysis and image content editing support

OtherImage

I analyzed AI-generated responses to prompts to ensure accuracy, proper instruction following, tone, and policy compliance. I also supported isolating objects and removing or adding specific image information to help generate realistic, natural content. The work required careful, guideline-based evaluation of model outputs using an internal evaluation framework. • Accuracy and instruction-following checks • Tone and policy compliance verification • Image object isolation and edit guidance • High-specificity reviews against evaluation frameworks

2025 - Present

Education

Work History