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Ashford Duncan

Ashford Duncan

Human Data Annotation Specialist - Information Verification

USA flag
Lawndale, Usa
Expert

Key Skills

Software

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Top Subject Matter

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Top Data Types

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Freelancer Overview

I am a detail-oriented data annotation specialist with extensive experience in manual data labeling, company profiling, and OSINT research. My background includes verifying and correcting structured company attributes—such as jurisdiction, leadership, ownership, revenue range, and payment methods—using open-source materials like corporate registries, company websites, and press sources. I excel at resolving conflicting information through multi-source cross-checking and delivering clean, audit-ready datasets for downstream use. Skilled in Excel and Google Sheets, I consistently maintain high accuracy across large, repetitive datasets and thrive in remote, independent work environments. My academic research focused on information verification and data quality, and I am committed to upholding rigorous documentation standards and logic-driven annotation practices in every project I take on.

Expert

Labeling Experience

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Ashford D. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

U

University of Illinois Urbana-Champaign

Doctor of Philosophy, Information Studies

Doctor of Philosophy
2016 - 2020
I

Indiana University Bloomington

Master of Science, Information Science

Master of Science
2014 - 2016

Work History

U

University of Illinois Urbana-Champaign

Research Assistant – Data Quality & Documentation

Urbana-Champaign
2017 - 2020