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D

Debra Barron-Connors

Generalist/Data Annotator/Train AI

USA flag
Henderson, Usa
$16.00/hrIntermediate

Key Skills

Software

No software listed

Top Subject Matter

General AI/LLM
Natural Language Processing

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Bounding Box

Freelancer Overview

Dynamic and versatile AI Training Specialist with hands-on experience as a Data Annotator and Generalist at Outlier (July 2024–Present) and RWS (January 2025–Present). Excel in collecting, analyzing, and creating multimodal data—including audio, visual (photos/videos), and text—while comparing and rating AI prompts and responses to enhance model accuracy and performance. Proven track record in driving quality improvements through meticulous data handling and sharp analytical skills. Bringing a rich, multidisciplinary professional foundation that spans food service management, graphics technology/printing, health sciences as a Registered Nurse, and animal welfare as a veterinary assistant. This diverse background fosters exceptional adaptability, empathy-driven insights, and a holistic approach to problem-solving. Complemented by outstanding written and verbal communication, remote freelancing expertise in data entry, content writing, and executive assistance, I am a proactive, initiative-taking learner eager to tackle complex challenges and contribute to cutting-edge AI development.

IntermediateEnglish

Labeling Experience

Data Annotator/Train AI

TextClassification
As a freelance Data Annotator/Train AI with RWS (Jan 2025–Present, remote), I specialize in NLP model training via high-precision text data labeling. Key tasks: • Rating & comparing AI prompts/responses for accuracy, coherence, relevance, safety, and bias. • Categorizing text datasets (sentiment, intent, entities) for LLMs. • Collecting/analyzing/creating text data to augment training sets. Leveraged RN & veterinary background for domain-specific annotations (e.g., medical/health text). Achieved 98%+ quality scores in audits. Multidisciplinary expertise ensures adaptable, reliable labeling for scalable AI development.

As a freelance Data Annotator/Train AI with RWS (Jan 2025–Present, remote), I specialize in NLP model training via high-precision text data labeling. Key tasks: • Rating & comparing AI prompts/responses for accuracy, coherence, relevance, safety, and bias. • Categorizing text datasets (sentiment, intent, entities) for LLMs. • Collecting/analyzing/creating text data to augment training sets. Leveraged RN & veterinary background for domain-specific annotations (e.g., medical/health text). Achieved 98%+ quality scores in audits. Multidisciplinary expertise ensures adaptable, reliable labeling for scalable AI development.

2025 - Present

Data Annotator/Train AI - Audio Transcription & Intent Annotation

AudioClassification
Generalist/Data Annotator at Outlier (Jul 2024–Present, remote). Audio data workflows for speech-to-text & voice AI: • Transcribing clips; annotating intent, emotion, fillers, accents, noise. • Rating AI audio responses vs. prompts. • Creating synthetic audio data variations.

Generalist/Data Annotator at Outlier (Jul 2024–Present, remote). Audio data workflows for speech-to-text & voice AI: • Transcribing clips; annotating intent, emotion, fillers, accents, noise. • Rating AI audio responses vs. prompts. • Creating synthetic audio data variations.

2024 - Present

Education

E

Edison State College

ASN, Health Sciences

ASN
2001 - 2005

Work History

M

Mollo Designs

Executive/Personal Assistant

Henderson
2012 - 2024
C

Cooperstown Diner

Waitress/Assistant Manager

Cooperstown
2007 - 2011