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Dorota Szczepanska

Dorota Szczepanska

Quality Assurance Editor

Canada flagSurrey, Canada
$35.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

AI-generated media evaluation
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

ImageImage
TextText
DocumentDocument

Top Task Types

Evaluation Rating
Question Answering
Classification

Freelancer Overview

Detail-oriented Copy Editor and AI Content Evaluator with 10+ years of experience ensuring accuracy and quality in corporate, academic, and digital content. Experienced in editorial quality assurance, style guide compliance, and evaluating AI-generated media for prompt accuracy and consistency. Skilled at analyzing large language model outputs, identifying errors, and providing structured feedback to improve content quality.

Entry LevelEnglishPolish

Labeling Experience

AI Training & Writing Evaluation Specialist

OtherImagePrompt Response Writing SFT
As an AI Training & Evaluation Specialist at Outlier, I evaluated and compared text-to-image and text-to-video outputs generated by LLMs. My work focused on assessing prompt accuracy, content alignment, and providing feedback for model improvement. This required detailed error identification and structured evaluations to help expand model performance. • Performed split-testing and comparative analysis of image and video outputs. • Reviewed AI-generated content for accuracy and consistency with project standards. • Documented evaluation results and improvement suggestions for model refinement. • Used editorial judgment to ensure quality across outputs.

As an AI Training & Evaluation Specialist at Outlier, I evaluated and compared text-to-image and text-to-video outputs generated by LLMs. My work focused on assessing prompt accuracy, content alignment, and providing feedback for model improvement. This required detailed error identification and structured evaluations to help expand model performance. • Performed split-testing and comparative analysis of image and video outputs. • Reviewed AI-generated content for accuracy and consistency with project standards. • Documented evaluation results and improvement suggestions for model refinement. • Used editorial judgment to ensure quality across outputs.

2026 - Present

Education

S

Simon Fraser University

Certificate in Editors and Editing: An Introduction, Editing

Certificate in Editors and Editing: An Introduction
2013 - 2013
S

Simon Fraser University

Bachelor of Arts, English Literature

Bachelor of Arts
2006 - 2011

Work History

C

CopyPress

Copy Editor

Tampa
2014 - 2026
K

Kibin

Quality Assurance Editor

Berkeley
2014 - 2016