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Nicole Rolleri

Nicole Rolleri

AI Content Evaluator with Auditor Experience | Precision, Quality, Results

USA flagBangor, Usa
$17.00/hrEntry LevelInternal Proprietary ToolingOther

Key Skills

Software

Internal/Proprietary Tooling
Other

Top Subject Matter

AI Training
Data Annotation
Prompt Evaluation

Top Data Types

TextText
VideoVideo
ImageImage

Top Task Types

Bounding Box
Object Detection
Text Generation
Question Answering
Text Summarization
Evaluation Rating
Data Collection

Freelancer Overview

AI Trainer with proven experience in evaluating, auditing, and improving AI-generated content in fast-paced production environments. During my recent contract with RWS, I assessed complex model outputs across varied subject areas, achieved top performance metrics, and was selected as an Auditor to review and enhance team quality. Alongside this, I bring years of content analysis experience from BOLD, where I have consistently refined and validated both human and AI-generated content to ensure accuracy, clarity, and alignment with end-user needs.

Entry LevelEnglish

Labeling Experience

Content Analyst & Writer (Contract) – BOLD

OtherText
Reviewed and validated AI-generated resume reviews for accuracy, consistency, and alignment with client expectations. Ensured that all AI outputs met editorial guidelines and adhered to industry standards. Delivered high-quality assessments of text data to support ongoing content optimization. • Managed datasets and conducted quality checks in Excel • Collaborated with teams to maintain accuracy across projects • Focused on ATS optimization for professional documents • Applied detailed analysis for text-based AI training tasks

Reviewed and validated AI-generated resume reviews for accuracy, consistency, and alignment with client expectations. Ensured that all AI outputs met editorial guidelines and adhered to industry standards. Delivered high-quality assessments of text data to support ongoing content optimization. • Managed datasets and conducted quality checks in Excel • Collaborated with teams to maintain accuracy across projects • Focused on ATS optimization for professional documents • Applied detailed analysis for text-based AI training tasks

2017 - Present

AI Trainer (Freelance Contract Project) – RWS

OtherText
Reviewed, evaluated, and graded AI-generated outputs for accuracy, relevance, safety, and compliance based on provided guidelines. Applied linguistic and analytical skills to assess outputs and provide structured feedback to improve model performance. Selected as an Auditor, reviewing peer submissions for accuracy and delivering actionable feedback to enhance quality. • Evaluated diverse task types and subject areas in a dynamic AI training environment • Achieved high accuracy scores and consistently met daily productivity targets • Delivered detailed, structured feedback to improve AI model performance • Adapted to rapidly evolving guidelines and requirements

Reviewed, evaluated, and graded AI-generated outputs for accuracy, relevance, safety, and compliance based on provided guidelines. Applied linguistic and analytical skills to assess outputs and provide structured feedback to improve model performance. Selected as an Auditor, reviewing peer submissions for accuracy and delivering actionable feedback to enhance quality. • Evaluated diverse task types and subject areas in a dynamic AI training environment • Achieved high accuracy scores and consistently met daily productivity targets • Delivered detailed, structured feedback to improve AI model performance • Adapted to rapidly evolving guidelines and requirements

2025 - 2026

Education

N

North Hunterdon Regional High School

High School Diploma, General Education

High School Diploma
Not specified
C

Clovis Community College

Associate of Science, Criminal Justice

Associate of Science
Not specified

Work History

B

BOLD

Content Analyst & Writer

Bangor
2017 - Present
R

RWS

AI Trainer

Maidenhead
2025 - 2026