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L

Lauren H.

Independent Contractor | Prompt Engineer & Quality Reviewer (2023–Present)

USA flagBrowns Summit, Usa

Key Skills

Software

LabelboxLabelbox
MercorMercor
Scale AIScale AI
TelusTelus

Top Subject Matter

Large language model (LLM) response evaluation and quality assurance
Education
Biology/Environmental Science

Top Data Types

TextText

Top Task Types

Text GenerationText Generation
Question AnsweringQuestion Answering
RLHFRLHF
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Independent Contractor | Prompt Engineer & Quality Reviewer (2023–Present). Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox. Education includes Bachelor of Arts, Bay Path University (2017) and Associate of Arts, Santa Fe College (2013). AI-training focus includes data types such as text and labeling workflows including evaluation and rating.

Labeling Experience

Labelbox

Independent Contractor | Prompt Engineer & Quality Reviewer (2023–Present)

LabelboxLabelboxTextText

Conducted LLM response quality evaluation by assessing factual accuracy, reasoning quality, safety, coherence, grammar, and instruction adherence. Identified model failure patterns such as hallucinations, ambiguity, logical inconsistencies, formatting mistakes, and incomplete reasoning during review of multimodal and text-based outputs. Ensured rubric alignment and consistency through structured quality checks across large-scale AI training tasks. • Completed 85+ peer quality evaluations of AI training tasks. • Reviewed contributors’ work and provided structured written feedback for quality and consistency. • Used rubric-based criteria to detect inaccuracies, rubric deviations, and formatting issues. • Supported remote asynchronous workflows using multiple collaboration tools.

2023 - Present

Education

I

International Open Academy

TESOL Certification, Teaching English to Speakers of Other Languages (TESOL)

TESOL Certification
2018 - 2018
B

Bay Path University

Bachelor of Arts, Psychology

Bachelor of Arts
2017 - 2017

Work History

I

Independent Contractor

Prompt Engineer & Quality Reviewer

Browns Summit
2023 - Present
S

Self-Employed

Online ESL and Biology Teacher

Browns Summit
2018 - 2024