Open to opportunities

Leslie Pearce

@lesliepearce

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Experienced transcription and content editor specializing in insurance and AI-reviewed text.

United States

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What I'm looking for

I seek remote or hybrid roles that value accuracy and confidentiality, opportunities to mentor or improve processes, and work involving transcription, editing, or AI content review.

I am an experienced transcriptionist and content editor with a strong track record in insurance documentation, hearing reporting, and AI content review. I produce strict verbatim transcripts and edited content with a focus on accuracy, confidentiality, and client-specific standards.

Over my career I have maintained 99%+ quality review scores while troubleshooting technical issues and improving turnaround times. I have worked remotely and onsite for national carriers, government hearings, and academic publishers, gaining deep familiarity with claims procedures, industry terminology, and editorial workflows.

I have been appointed to quality review teams, trained new hires, and contributed to departmental guidelines and knowledge bases. I also write prompts and fact-check outputs from large language models, blending editorial judgment with emerging AI workflows.

I thrive in roles that value meticulous attention to detail, independent work, and opportunities to improve processes and maintain high standards of accuracy and confidentiality.

Experience

Work history, roles, and key accomplishments

Current

AI Content Editor

Current

Data Annotation

Jul 2023 - Present (2 years 2 months)

Edited and fact-checked outputs from chatbots and large language models, wrote prompts and model content to project standards, and served on a quality review team rating worker submissions.

Fact Checking Quality Content Standards Remote Collaboration

Current

Insurance Transcriptionist

Current

Allegis Transcription

Jan 2016 - Present (9 years 8 months)

Produce strict verbatim transcripts of insurance claim statements and SIU interviews for national carriers, maintaining 99%+ quality review scores and ensuring client-specific privacy and security compliance.

Quality Assurance Privacy Compliance Time Management

Verbatim Hearing Reporter

ACE Reporting

May 2018 - Sep 2021 (3 years 4 months)

Logged Social Security Disability appeal hearings as an electronic court reporter onsite and via video conference, trained new hires, and maintained digital recording systems while assisting judges with clerical tasks.

Training Digital Recording Troubleshooting Clerical Support Invoicing Legal Terminology

Content Editor I

ProQuest

Jan 2013 - Dec 2015 (2 years 11 months)

Edited periodical XML for online distribution and digital archiving, improved turnaround times by troubleshooting data processing issues, and conducted QA reviews of client material.

Content Editing Quality Assurance Data Processing Troubleshooting Editorial Guidelines Turnaround Optimization

Social Media Research Assistant

Converseon

Jan 2009 - Apr 2013 (4 years 3 months)

Collected consumer sentiment data via proprietary data-mining tools, supported a specialized client team for a leading technology corporation, and reported emerging trends to team leaders to inform research direction.

Data Mining Cross Industry Research Remote Work

Medical Administrative Assistant

Mood and Memory Consultants

Oct 2005 - Dec 2008 (3 years 2 months)

Maintained demographic and billing records, transcribed dictated progress notes and lab reports, and composed physicians' business and legal correspondence to support clinical operations.

Medical Transcription Records Management Billing Medical Correspondence Data Entry Confidentiality