MARY WEAVER
@maryweaver
Detail-oriented transcription and AI data-quality specialist.
What I'm looking for
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
AI Trainer Generalist
Outlier AI
Dec 2025 - Present (3 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.
Email Marketing Copywriter
TranscribeMe
Jul 2022 - Present (3 years 8 months)
Developed email campaigns, nurture sequences, and conversion-focused messaging; ran A/B tests and optimized copy for engagement across B2B and landing page content.
Transcription Editor
Rev.com
Apr 2020 - Present (5 years 11 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.
Managed the frozen department including merchandising, inventory control, vendor relations, and team performance; consistently met monthly sales targets and implemented visual merchandising to drive engagement.
Education
Degrees, certifications, and relevant coursework
Klamath Adult Learning Center
GED, General Studies
2013 - 2013
Completed the General Educational Development (GED) program at Klamath Adult Learning Center in April 2013.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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