Jaylen Harris
Lake Charles,LA
Summary
Technical AI Evaluator specializing in STEM data validation, environmental regulatory compliance, and complex scientific reasoning. Expert in RLHF and adversarial prompting with the ability to identify technical hallucinations in geology, biology, and environmental domains. Proficient in GIS (Geographic Information Systems) and spatial data analysis. Candidate for Geologist-in-Training (GIT) and Environmental Professional In-Training (EPI) designations, dedicated to supporting high-accuracy model alignment and technical data integrity.
Overview
10
10
years of professional experience
2
2
Certifications
Work History
AI Audio Evaluation Specialist
Outlier
01.2026 - Current
- Evaluate multimodal AI outputs by reviewing video content alongside model responses, utilizing scientific reasoning to identify technical errors and inconsistencies.
- Assess short-form video clips for accuracy and safety, applying knowledge of physical sciences to verify environmental and geological context.
- Apply structured scoring rubrics to judge reasoning quality, focusing on logical alignment and factual precision in complex scenarios.
- Identify and document harmful or misleading outputs to improve model robustness for specialized datasets.
AI Video Evaluation & Content Quality Specialist
Outlier
01.2026 - Current
- Assess linguistic, stylistic, and contextual quality across diverse audio scenarios, ensuring accuracy in technical terminology and professional personas.
- Identify edge cases and ambiguous phrasing, providing structured feedback to improve model reliability for complex natural language processing.
- Annotate and classify audio-based tasks, including intent detection and narrative consistency, with high precision.
- Maintain high accuracy across large task volumes while following strict confidentiality and quality standards.
AI Evaluation & Data Annotation Specialist
Outlier
11.2025 - Current
- Conduct multimodal evaluation of AI-generated text and images, leveraging an academic background in Applied and Natural Sciences to verify complex reasoning.
- Execute adversarial testing by probing model weaknesses and documenting vulnerabilities in model logic.
- Apply detailed scoring rubrics to assess performance and provide structured feedback for technical model alignment.
- Adapt quickly to evolving guidelines in fast-paced workflows for high-priority data projects.
Generalist AI Trainer
RemoExperts
11.2025 - 01.2026
- Contributed to LLM development through multimodal annotation, output evaluation, and adversarial testing.
- Assessed AI‑generated responses for factual accuracy, tone, safety, and relevance across diverse domains.
- Applied complex guidelines to rank outputs, identify model weaknesses, and deliver structured feedback.
- Demonstrated reviewer‑grade QA skills and professional communication in remote, deadline‑driven environments.
Audio Data Collection & Transcription
Telus International
09.2025 - 11.2025
- Contributed natural and expressive voice samples for AI training datasets.
- Executed transcription tasks with precision, reducing turnaround time and improving project efficiency.
- Analyzed audio patterns to improve data accuracy and inform future collection strategies.
- Collaborated with team members to refine collection processes and ensure high‑quality recordings.
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 on complex, multi‑layered annotation tasks.
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.
- Completed day-to-day duties accurately and efficiently.
- Contributed innovative ideas and solutions to enhance team performance and outcomes.
- Worked successfully with diverse group of coworkers to accomplish goals and address issues related to our products and services.
Education
Bachelor of Science - Geology
University of Louisiana At Lafayette
Lafayette, Louisiana, LA12-2027
Associate of Science - Applied And Natural Science
McNeese State University
Lake Charles, LA05-2025
Skills
- GIS & Spatial Data Analysis: Expertise in geographic mapping and spatial reasoning
- Water & Air Pollution Modeling: Understanding of contaminant transport and atmospheric behavior
- Environmental Toxicology: Knowledge of chemical impacts on biological systems
- Soil Mechanics & Composition: Analysis of geological materials and soil properties
- Regulatory Compliance (EPA/DEQ): Familiarity with environmental safety standards and reporting
- Biological & Geological Terminology: High-level mastery of STEM vocabulary and concepts
- RLHF (Reinforcement Learning from Human Feedback): Expert-level model ranking and alignment
- Adversarial Prompting & Red-Teaming: Identifying and stress-testing model hallucinations
- STEM Fact-Verification: Validating complex scientific outputs for accuracy and logic
- Multimodal Quality Auditing: Evaluating technical data across text, audio, and video formats
- Guideline Application: Strict adherence to complex project rubrics and edge-case detection
- Technical Report Writing: Professional-grade scientific documentation
- Scientific Literature Review: Ability to research and verify data against peer-reviewed sources
- Quantitative Reasoning: Advanced proficiency in Calculus, Trigonometry, and Algebra
- Pattern Recognition: High-speed identification of data inconsistencies and model errors
- Tone & Style Adaptation: Expert control over linguistic nuances for professional outputs
Certification
Geologist-in-Training (GIT): Candidate for designation via the National Association of State Boards of Geology (ASBOG).
Custom Section 1
- Geoscience: Physical Geology, Historical Geology, Environmental Geology, Engineering Geology, Mineralogy, Soils, Intro to Oceanography, GIS I & II.
- Environmental Science: Principles of Toxicology, Intro to Water Pollution, Intro to Air Pollution, Environmental Health, Environmental Science I & II, Biology I & II, General Chemistry I & Laboratory.
- Quantitative Reasoning: Calculus I & II, Trigonometry, College Algebra, Statistics, Fundamentals of Economics.
- Technical Communication: Technical Writing, Scientific Literature Review, Vocabulary Development.
Timeline
AI Audio Evaluation Specialist
Outlier
01.2026 - Current
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
Bachelor of Science - Geology
University of Louisiana At Lafayette
Associate of Science - Applied And Natural Science
McNeese State University