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Chan'Tavia LawsonCL
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Chan'Tavia Lawson

@chantavialawson

AI Data Quality specialist improving LLM performance through annotation, evaluation, and process optimization.

United States
Message

What I'm looking for

I seek a full-time remote role as a core team member where I can apply annotation and QA expertise, drive process improvements, and collaborate cross-functionally to improve model accuracy.

I am an AI Data Quality professional with 4+ years of experience training, evaluating, and improving large language models and machine learning systems. I combine hands-on annotation and rubric-driven evaluation with operational rigor to deliver measurable model improvements.

I have owned end-to-end QA for large-scale ML training datasets, authored annotation guidelines adopted across project teams, and resolved complex edge cases that improved ingestion pipeline quality. I also coach contributors, produce QA content with strict SLAs, and apply SQL and data analysis to inform process improvements.

My background spans AI/ML training, design tools, and cross-functional operations; I seek a full-time remote role where I can contribute as a core team member and drive quality outcomes across model development pipelines.

Experience

Work history, roles, and key accomplishments

ME
Current

AI Content Specialist

Mercor

Feb 2026 - Present (4 months)

Produce and quality-review AI training content with accountability for submission compliance against multi-point checklists and a 12-hour turnaround, and coach contributors to improve first-pass approval rates.

AL
Current

AI Evaluation Specialist

Alignerr

Nov 2025 - Present (7 months)

Evaluate and annotate AI-generated content across multiple projects, applying rubric frameworks to ensure scoring consistency and alignment with evolving LLM training guidelines.

OA

AI Data Quality Specialist

Outlier AI

Feb 2022 - Jan 2026 (3 years 11 months)

Owned end-to-end QA for large ML training datasets, authored annotation guidelines that reduced inter-annotator disagreement, and resolved data anomalies to improve pipeline quality.

VS

Account Associate

VXI Global Solutions

Mar 2024 - Oct 2024 (7 months)

Analyzed customer service trends using SQL and Excel, delivered data-driven reports to leadership, maintained 99% CSAT while reducing AHT and improving FCR through process improvements.

PC

Broker Support II

Pyramid Consulting

Oct 2023 - Feb 2024 (4 months)

Coordinated cross-functional Medicaid-managed care operations, achieving a 20% reduction in administrative costs and a 10% improvement in member satisfaction while maintaining 95% audit scores.

MI

Account Implementation Specialist

Mindlance

Sep 2022 - Feb 2023 (5 months)

Led end-to-end software implementations for state employer healthcare accounts, achieving 95% client satisfaction and reducing user errors by 30% through structured training.

Education

Degrees, certifications, and relevant coursework

Western Governors University logoWU

Western Governors University

Bachelor of Arts, Communications

2023 - 2025

Completed a Bachelor of Arts in Communications program with coursework and projects focused on digital content, UX design, and professional communication.

Ultimate Medical Academy logoUA

Ultimate Medical Academy

Associate of Science, Health & Human Services

2023 - 2023

Completed an Associate of Science in Health & Human Services with foundational training in healthcare services and administrative processes.

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