Robinson J.

Key Skills

Software

Don't disclose

Top Subject Matter

Language data quality review

transcription verification

and editorial compliance for AI/data labeling workflows

Top Data Types

Text

Audio

Document

Top Task Types

Transcription

Segmentation

Classification

Object Detection

Text Generation

Question Answering

Freelancer Overview

Content Quality Reviewer (Freelance). Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Doctor of Philosophy, University of Kentucky (2023) and Master of Arts, University of Louisville (2019). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Labeling Experience

Content Quality Reviewer (Freelance)

Don't discloseText

Reviewed written and audio-derived content to verify language quality and alignment with project guidelines. Compared transcripts against source audio to detect omissions, transcription errors, and formatting issues. Provided written, actionable feedback to improve contributor accuracy while maintaining high throughput and accuracy. • Conducted grammar, punctuation, spelling, and style-guide compliance checks • Validated transcript accuracy via audio/text comparison • Escalated recurring quality issues and documented trends for leads • Performed quality assurance on large volumes of short-form content

2024 - Present

Data Quality Associate - N/A

Text

Data Quality Associate responsibilities focused on reviewing text datasets to ensure accuracy, consistency, and compliance with annotation guidelines. The role required identifying linguistic errors and applying quality-control procedures across large datasets while ensuring proper formatting. The position also involved generating concise, actionable feedback to support continuous improvement and maintaining attention to detail with repetitive review tasks. • Reviewed datasets for accuracy, consistency, and guideline compliance • Identified linguistic errors and ensured correct formatting • Applied structured quality-control procedures to meet project standards • Produced actionable QA feedback to support continuous improvement.

2021 - 2022

Data Annotation & Language Quality Associate

Don't discloseText

Reviewed text datasets for accuracy, consistency, and compliance with annotation guidelines. Identified linguistic errors and ensured correct formatting across large datasets using established quality-control procedures. Generated concise feedback to support continuous improvement of labeled data. • Performed dataset-level accuracy and consistency checks • Verified adherence to annotation/formatting guidelines • Applied detailed QA processes across repetitive review tasks • Produced actionable reviewer feedback for improvement

2021 - 2022

Education

Work History