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Paige Tucker

LLM Evaluator & AI Data Specialist (Freelance/Contractor)

USA flag
Largo, FL, Usa
$40.00/hrExpertAppenClickworkerData Annotation Tech

Key Skills

Software

AppenAppen
ClickworkerClickworker
Data Annotation TechData Annotation Tech
LabelboxLabelbox
MercorMercor
RemotasksRemotasks
Internal/Proprietary Tooling

Top Subject Matter

Llms Domain Expertise
Social Sciences & Human Behavior
Technology Policy & Product Operations

Top Data Types

TextText
AudioAudio
ImageImage

Top Task Types

Transcription
Classification
RLHF
Fine Tuning
Evaluation Rating
Question Answering

Freelancer Overview

LLM Evaluator & AI Data Specialist (Freelance/Contractor). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Human Services, Southeastern University (2015) and Bachelor of Arts, Vanderbilt University (2011). AI-training focus includes data types such as Text, Audio, and Image, and labeling workflows including Evaluation, Rating, and Transcription.

ExpertEnglish

Labeling Experience

Computer Vision Annotation Specialist (Freelance/Contractor)

ImageClassification
Conducted image and video annotation for computer vision machine learning models, labeling and categorizing assets to optimize model perception. Applied rigorous quality assurance processes and rubric-based evaluations. Consistently delivered high accuracy and volume in data labeling across multiple computer vision projects. • Labeled and categorized large volumes of image and video assets. • Applied computer vision quality standards to annotation work. • Supported cross-functional annotation initiatives in global teams. • Contributed to improving model performance for visual recognition tasks.

Conducted image and video annotation for computer vision machine learning models, labeling and categorizing assets to optimize model perception. Applied rigorous quality assurance processes and rubric-based evaluations. Consistently delivered high accuracy and volume in data labeling across multiple computer vision projects. • Labeled and categorized large volumes of image and video assets. • Applied computer vision quality standards to annotation work. • Supported cross-functional annotation initiatives in global teams. • Contributed to improving model performance for visual recognition tasks.

2023 - Present

ASR Annotation Specialist (Freelance/Contractor)

AudioTranscription
Performed detailed Automatic Speech Recognition (ASR) annotation tasks, requiring precise transcription and adherence to quality rubrics. Ensured linguistic accuracy and meticulously reviewed model outputs for language tasks. Improved ASR models' performance by consistently delivering high-fidelity labeled data. • Transcribed audio data according to strict quality standards. • Enhanced training datasets for language understanding tasks. • Collaborated with annotation teams for quality checks and peer review. • Used advanced linguistic frameworks and guidelines for annotation.

Performed detailed Automatic Speech Recognition (ASR) annotation tasks, requiring precise transcription and adherence to quality rubrics. Ensured linguistic accuracy and meticulously reviewed model outputs for language tasks. Improved ASR models' performance by consistently delivering high-fidelity labeled data. • Transcribed audio data according to strict quality standards. • Enhanced training datasets for language understanding tasks. • Collaborated with annotation teams for quality checks and peer review. • Used advanced linguistic frameworks and guidelines for annotation.

2023 - Present

LLM Evaluator & AI Data Specialist (Freelance/Contractor)

Text
Served as a primary evaluator and reviewer for Large Language Model (LLM) projects with a focus on factuality, tone, safety, and alignment. Provided structured feedback to annotation teams and contributed to calibration and quality assurance across global, cross-functional projects. Promoted to Reviewer based on high-volume, high-quality output and consistent top-tier performance. • Completed over 1,700 LLM reviews, helping to set benchmarks for model accuracy and reliability. • Developed and tested thousands of complex prompts for diverse domains including gaming. • Led rubric-based quality assurance and calibration for AI annotation teams. • Supported ongoing improvements in LLM truthfulness, safety, and alignment.

Served as a primary evaluator and reviewer for Large Language Model (LLM) projects with a focus on factuality, tone, safety, and alignment. Provided structured feedback to annotation teams and contributed to calibration and quality assurance across global, cross-functional projects. Promoted to Reviewer based on high-volume, high-quality output and consistent top-tier performance. • Completed over 1,700 LLM reviews, helping to set benchmarks for model accuracy and reliability. • Developed and tested thousands of complex prompts for diverse domains including gaming. • Led rubric-based quality assurance and calibration for AI annotation teams. • Supported ongoing improvements in LLM truthfulness, safety, and alignment.

2023 - Present

Education

G

Google

Professional Certificate, Digital Marketing and E-Commerce

Professional Certificate
2023 - 2023
C

Cornell University

Professional Certificate, Diversity and Inclusion

Professional Certificate
2022 - 2022

Work History

B

Be Your Best You Coaching & Consulting

Founder & Principal Consultant

Largo, FL
2019 - 2024
J

Juvenile Welfare Board

Community Facilitator

Clearwater, FL
2017 - 2020