Jaylen Harris
Summary
Multidisciplinary data annotator and AI training contributor with a strong foundation in both sciences and humanities. Currently pursuing a Bachelor of Science in Geology and an Associate of Arts in Humanities, with an earned Associate of Applied and Natural Science. Experienced in interpreting complex environmental, biological, and geological content, alongside literary, historical, and social science analysis. Skilled in structured annotation, linguistic precision, and academic and technical writing. Contribute to large language model development through multimodal data labeling, output evaluation, and adversarial testing across diverse domains.
Overview
10
10
years of professional experience
Work History
AI Video Evaluation & Content Quality Specialist
Outlier
01.2026 - Current
- Evaluated short‑form video clips for accuracy, clarity, safety, and alignment with detailed project guidelines.
- Assessed multimodal AI outputs by reviewing video content alongside model responses, identifying errors, inconsistencies, and safety risks.
- Applied structured scoring rubrics to judge reasoning quality, relevance, and adherence to content standards.
- Labeled and categorized video segments, including actions, objects, context, and user intent, to support model training.
- Identified harmful, misleading, or low‑quality outputs and documented issues to improve model robustness.
- Maintained high accuracy and consistency across large task volumes while following strict confidentiality and formatting requirements.
AI Evaluation & Data Annotation Specialist
Outlier
11.2025 - Current
- Conduct multimodal evaluation of AI-generated text, images, and reasoning outputs to ensure accuracy, safety, and guideline compliance.
- Apply detailed scoring rubrics to assess model performance, identify failure modes, and provide structured feedback for model improvement.
- Perform data annotation across text, image, and video tasks, including classification, labeling, ranking, rewriting, and quality review.
- Execute adversarial testing by probing model weaknesses, evaluating edge cases, and documenting model vulnerabilities.
- Maintain high accuracy and consistency across large task volumes while following strict confidentiality, formatting, and quality standards.
- Collaborate with project teams through clear written communication, timely task completion, and adherence to evolving guidelines.
Generalist AI Trainer
RemoExperts
11.2025 - 01.2026
- Contribute to the development of large language models through multimodal annotation, output evaluation, and adversarial testing.
- Assess AI-generated responses for factual accuracy, tone, safety, and relevance across diverse domains.
- Apply complex guidelines to rank outputs, identify model
weaknesses, and deliver structured feedback for model improvement. - Demonstrate reviewer-grade QA skills, strategic onboarding, and professional communication in remote, deadline-driven workflows
Audio Data Collection & Transcription
Telus International
09.2025 - 11.2025
- Participated in voice data collection and transcription for AI training, contributing natural and emotionally expressive speech samples to support language model development.
- Collaborated with team members to refine audio data collection processes, ensuring high-quality recordings and fostering a positive work environment.
- Executed transcription tasks with precision, achieving a significant reduction in turnaround time and enhancing project efficiency.
- Analyzed audio samples to identify patterns, leading to improved data accuracy and informed future collection strategies.
Freelance Data Annotator
Telus International
09.2025 - 11.2025
- Annotated and captioned short video clips with precise timestamps and summaries
- Applied structured thinking and linguistic clarity to multimedia content
- Demonstrated strong attention to detail when working on complex projects involving multiple layers of information.
Customer Service & Retail Roles
Retail Jobs
06.2016 - 06.2021
- Developed signage and written materials for in-store promotions
- Strengthened communication and multitasking skills in fast-paced environments
Education
Bachelor of Science - Geology
University of Louisiana At Lafayette
Lafayette, LA12-2027
Associate of Arts - Arts And Humanities
McNeese State University
Lake Charles, LA05-2026
Associate of Arts - Applied And Natural Science
McNeese State University
Lake Charles, LA05-2025
Skills
Biological terminology
Geological terminology
Scientific literature review
Environmental science terminology
American English
Professional and technical writing
Copyediting and proofreading
Tone and style adaptation
Annotation platforms
Data transcription
Pattern recognition
LLM output evaluation
Prompt interpretation and ranking
Model alignment feedback
Multimodal annotation
Guideline application and edge case detection
Course work
Science & Health
- BIOL 105 – Biology I
- BIOL 106 – Biology II
- GEOL 101 – Physical Geology
- GEOL 102 – Historical Geology
- GEOL 210 - Environmental Geology
- GEOL 216 - Engineering Geology
- ENCS 101 - Environmental Science
- GEOL 103 – Intro to Oceanography
- CHEM 1XX – General Chemistry
- KNES 122 – Personal and Community Health
Humanities & Communication
- ENGL 101/102 – English Composition I
- ENGL 102 - English Composition II
- ENGL 201 – British Literature
- ENGL 253 – Intro to Professional Writing
- ENGL 365 - Technical Writing
- HIST 202 – American History Since 1877
- COMM 1XX – Fundamentals of Speech Communication
- SOCL 201 – Introductory Sociology
Timeline
AI Video Evaluation & Content Quality Specialist
Outlier
01.2026 - Current
AI Evaluation & Data Annotation Specialist
Outlier
11.2025 - Current
Generalist AI Trainer
RemoExperts
11.2025 - 01.2026
Audio Data Collection & Transcription
Telus International
09.2025 - 11.2025
Freelance Data Annotator
Telus International
09.2025 - 11.2025
Customer Service & Retail Roles
Retail Jobs
06.2016 - 06.2021
Associate of Arts - Arts And Humanities
McNeese State University
Associate of Arts - Applied And Natural Science
McNeese State University
Bachelor of Science - Geology
University of Louisiana At Lafayette