Summary
Overview
Work History
Education
Skills
Timeline
Generic

Felicia Cagle

Cabot,AR

Summary

Detail-oriented and analytical AI Trainer with hands-on experience optimizing large language and multimodal models. Proven ability to evaluate complex audio and video data through side-by-side comparative analysis. Specialized in stress-testing AI models using advanced adversarial prompt engineering to identify flaws, improve system robustness, and enhance generation accuracy.

Overview

4
4
years of professional experience

Work History

AI Data Annotator

Outlier
04.2026 - Current

*Multimodal Evaluation: Conducted side-by-side comparative assessments of AI-generated audio and video outputs to evaluate quality, alignment, and human preference.

*Adversarial Testing: Designed and executed "red-teaming" strategies to purposely break AI models, identifying vulnerabilities in contextual understanding.

*Edge-Case Analysis: Prompted models using mismatched data, including sending conflicting images and incorrect visual pinpoints, to test system boundaries.

*Data Annotation: Labeled, rated, and categorized large datasets of visual and auditory content based on strict project taxonomy guidelines.

*Feedback Engineering: Authored detailed, objective rationale reports explaining model failures and ranking preferences to guide engineering teams in model optimization.

Delivery Driver

Spark
Cabot, AR
11.2022 - Current
  • Delivered packages efficiently, ensuring timely arrival to customers across designated routes.
  • Maintained vehicle cleanliness and performed routine inspections to ensure safety compliance.
  • Managed delivery schedules effectively, optimizing routes for reduced travel time and fuel efficiency.
  • Provided exceptional customer service by addressing inquiries and resolving delivery issues promptly.
  • Implemented strategies to minimize delays, improving overall on-time delivery rates consistently.
  • Delivered packages to customer doorsteps and business offices.
  • Completed on-time deliveries by choosing best and most efficient routes.

Education

High School Diploma -

Elkton High
Elkton, MD

Skills

  • Problem-solving
  • Time management
  • Attention to detail
  • Problem-solving abilities
  • Multitasking Abilities
  • Reliability
  • Critical thinking
  • Effective communication
  • Computer proficiency
  • Analytical thinking
  • Quality control
  • Continuous improvement

Timeline

AI Data Annotator

Outlier
04.2026 - Current

Delivery Driver

Spark
11.2022 - Current

High School Diploma -

Elkton High
Felicia Cagle