Data Annotation/ Outlier A.I
Role: Prompt Generation, LLM Editing
Scope: January 2024 - Present
Synopsis
Data Annotation and Outlier hire large numbers of freelancers for a variety of projects. By successfully completing qualification tests, I gained access to specialized side projects that have deepened my understanding of artificial intelligence and its real-world applications.
Overview
Goal
Work varied by project and included tasks such as editing LLM-generated responses in creative writing and mathematics, crafting effective prompts (‘prompt whispering’), and evaluating and ranking AI-generated outputs based on relevance and quality.


Results
Though a low-stress, low-responsibility side project, it significantly enhanced my understanding of using AI to improve efficiency and streamline workflows—allowing me to focus more energy on the creative aspects of projects.
© 2025 Chris Bratton