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MARY WEAVER

@maryweaver

Detail-oriented transcription and AI data-quality specialist.

United States
Message

What I'm looking for

I seek remote or flexible roles in transcription, AI data labeling, or content writing where I can apply meticulous quality control, contribute to model improvement, and grow into broader QA or team-lead responsibilities.

I am a detail-oriented transcription and data quality specialist with extensive experience editing and refining transcripts across platforms such as TranscribeMe and Rev, proficient in Clean and Legal Clean Verbatim formats. I consistently deliver accurate, well-formatted transcripts and perform multi-layer quality checks while handling sensitive or challenging audio with care.

As an AI trainer and data annotator, I perform high-accuracy labeling, annotation, and quality review for text, image, and multimodal tasks, evaluate AI-generated outputs for correctness and policy alignment, and identify edge cases and biases to improve training datasets. I also develop email marketing and conversion-focused copy, run A/B tests, and produce B2B and landing page content with a focus on audience and business goals.

I bring supervisory and operational experience from team leadership roles in retail and nursery operations, where I led teams, implemented communication strategies, streamlined workflows (increasing efficiency by 75%), and managed projects to timely completion. I am adaptable, reliable, and ready to contribute to transcription, data enrichment, AI training, and content roles.

Experience

Work history, roles, and key accomplishments

OA
Current

AI Trainer Generalist

Outlier AI

Dec 2025 - Present (6 months)

Performed high-accuracy data labeling, annotation, and quality review across text, image, and multimodal tasks; evaluated AI-generated responses for correctness, relevance, and policy alignment to improve model performance.

RE
Current

Transcription Editor

Rev.com

Apr 2020 - Present (6 years 2 months)

Edited and refined transcripts for clarity, accuracy, and style across platforms; performed multi-layer quality checks, speaker labeling, timestamps, legal formatting, and data enrichment for ML datasets.

Education

Degrees, certifications, and relevant coursework

KC

Klamath Adult Learning Center

GED, General Studies

2013 - 2013

Completed the General Educational Development (GED) program at Klamath Adult Learning Center in April 2013.

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