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D

Deb Arnold

AI Trainer / Data Annotation Specialist

USA flag
Boerne, Usa
$35.00/hrExpertMicro1AppenLabelbox

Key Skills

Software

Micro1
AppenAppen
LabelboxLabelbox
ClickworkerClickworker
Data Annotation TechData Annotation Tech
iMeritiMerit
MercorMercor
OneFormaOneForma
RemotasksRemotasks
TelusTelus
TolokaToloka

Top Subject Matter

General AI/NLP/Conversational AI
Data Annotation
Visual Design

Top Data Types

VideoVideo
AudioAudio
ImageImage

Top Task Types

Classification
Bounding Box
Object Detection
Text Generation
Question Answering
Transcription
Data Collection

Freelancer Overview

AI Trainer / Data Annotation Specialist. Brings 18+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Micro1. Education includes Bachelor of Arts, American Intercontinental University (2013). AI-training focus includes data types such as Text and labeling workflows including Classification.

ExpertEnglish

Labeling Experience

AI Trainer / Data Annotation Specialist

Micro1TextClassification
Responsible for annotating and analyzing structured text, audio, and video data for AI training and evaluation. Consistently delivered high-quality labels while adhering to complex and evolving guidelines across multiple projects. Evaluated AI model outputs for correctness and provided feedback to enhance model performance. • Labeled text, audio, and video for accuracy, intent, and factuality. • Performed quality assurance, error detection, and correction as part of workflow. • Adapted to guideline changes and project evolution in a remote environment. • Collaborated with AI development teams to improve model behavior and quality.

Responsible for annotating and analyzing structured text, audio, and video data for AI training and evaluation. Consistently delivered high-quality labels while adhering to complex and evolving guidelines across multiple projects. Evaluated AI model outputs for correctness and provided feedback to enhance model performance. • Labeled text, audio, and video for accuracy, intent, and factuality. • Performed quality assurance, error detection, and correction as part of workflow. • Adapted to guideline changes and project evolution in a remote environment. • Collaborated with AI development teams to improve model behavior and quality.

2000 - Present

Education

A

American Intercontinental University

Bachelor of Arts, Digital Design and Administration

Bachelor of Arts
2009 - 2013

Work History

D

Doodles Digital

UX Visual Designer

Boerne
2009 - Present
A

AI Trainer - Micro1, Handshake AI, Appen/Crowdgen (Remote)

Data Annotation

Boerne 2000 – Present • Train and evaluate AI models across text, audio, and video tasks. • Review and correct model outputs for accuracy, clarity, and reasoning quality. • Annotate structured data and follow detailed, evolving guidelines. • Perform fact‑checking, intent analysis, and quality scoring. • Collaborate with AI tools to refine responses and improve model behavior
2000 - Present