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Alison Dollar

Independent Data Labeling & Content Analyst (Freelance)

USA flagClovis, Usa
$15.00/hrExpertOtherTelusAppen

Key Skills

Software

Other
TelusTelus
AppenAppen
ArgillaArgilla
CrowdFlowerCrowdFlower
Data Annotation TechData Annotation Tech
DatasaurDatasaur

Top Subject Matter

Digital content
AI training data
Short-form media

Top Data Types

ImageImage
VideoVideo
TextText
DocumentDocument

Top Task Types

Classification
Polygon
Cuboid
Data Collection
Function Calling
Evaluation Rating

Freelancer Overview

Independent Data Labeling & Content Analyst (Freelance). Core strengths include Other. Education includes Associate of Arts, University of Texas (2015). AI-training focus includes data types such as Image and Video and labeling workflows including Classification.

ExpertEnglish

Labeling Experience

Independent Data Labeling & Content Analyst (Freelance)

OtherImageClassification
Labeled and annotated digital content, including text, images, and video, to support AI and machine learning model training. Applied complex annotation guidelines with strong consistency and accuracy across a variety of datasets. Conducted quality assurance checks to ensure data integrity and reduce labeling errors. • Labeled and annotated large-scale datasets. • Analyzed and categorized content according to established classification systems. • Maintained confidentiality and compliance with project guidelines. • Met or exceeded daily and weekly productivity targets.

Labeled and annotated digital content, including text, images, and video, to support AI and machine learning model training. Applied complex annotation guidelines with strong consistency and accuracy across a variety of datasets. Conducted quality assurance checks to ensure data integrity and reduce labeling errors. • Labeled and annotated large-scale datasets. • Analyzed and categorized content according to established classification systems. • Maintained confidentiality and compliance with project guidelines. • Met or exceeded daily and weekly productivity targets.

2022 - Present

Digital Content Reviewer

OtherVideoClassification
Reviewed and classified short-form video and text content according to quality, relevance, and safety standards. Adapted quickly to changes in labeling criteria and platform policies. Maintained high accuracy rates while working under tight deadlines to support content moderation for AI systems. • Reviewed and classified content based on established guidelines. • Flagged non-compliant or inappropriate materials for removal. • Ensured consistency with rapidly evolving annotation criteria. • Delivered results within specified time constraints.

Reviewed and classified short-form video and text content according to quality, relevance, and safety standards. Adapted quickly to changes in labeling criteria and platform policies. Maintained high accuracy rates while working under tight deadlines to support content moderation for AI systems. • Reviewed and classified content based on established guidelines. • Flagged non-compliant or inappropriate materials for removal. • Ensured consistency with rapidly evolving annotation criteria. • Delivered results within specified time constraints.

2020 - 2021

Education

U

University of Texas

Associate of Arts, General Studies

Associate of Arts
2015 - 2015

Work History

T

TELUS International AI Data Solutions

Data Labeling Specialist (Freelance) | Remote

Clovis
2022 - Present
A

Appen

Content Reviewer / Data Annotator | Remote Project-Based (Contract)

Clovis
2020 - 2021