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Leslie Autrey

Freelance Content Reviewer & AI Data Specialist

USA flag
Texas, Usa
ExpertMercorOther

Key Skills

Software

MercorMercor
Other

Top Subject Matter

Digital content
search engine results
online media

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Classification

Freelancer Overview

Freelance Content Reviewer & AI Data Specialist. Core strengths include Mercor and Other. Education includes Bachelor of Science, University of Texas at Austin (2012) and High School Diploma, Austin High School (2008). AI-training focus includes data types such as Text and Image and labeling workflows including Evaluation, Rating, and Classification.

Expert

Labeling Experience

Mercor

Freelance Content Reviewer & AI Data Specialist

MercorText
In this freelance role, I reviewed and labeled search engine results, webpages, and images for quality and relevance to aid AI model training. I annotated datasets, identified inaccuracies, and helped improve algorithmic relevance for US-based news, media, and cultural content. I provided structured feedback and supported over 150 projects in content classification and evaluation. • Rated the relevance and quality of digital media and online search results. • Annotated data to support AI and machine learning model improvements. • Ensured high accuracy and quality standards in assessments. • Worked with platforms including Mercor, Upwork, and Alignerr.

In this freelance role, I reviewed and labeled search engine results, webpages, and images for quality and relevance to aid AI model training. I annotated datasets, identified inaccuracies, and helped improve algorithmic relevance for US-based news, media, and cultural content. I provided structured feedback and supported over 150 projects in content classification and evaluation. • Rated the relevance and quality of digital media and online search results. • Annotated data to support AI and machine learning model improvements. • Ensured high accuracy and quality standards in assessments. • Worked with platforms including Mercor, Upwork, and Alignerr.

2021 - Present

Digital Content Quality Analyst (Freelance Projects)

OtherImageClassification
As a freelance Digital Content Quality Analyst, I classified and labeled website pages, text, images, and search results according to strict guidelines. I helped train datasets for AI-powered recommendation engines by applying detailed analysis and consistent annotation practices. I maintained high accuracy under tight deadlines, leading to long-term client relationships. • Classified images and text for training algorithmic recommendation systems. • Labeled web content for usability, credibility, and compliance. • Maintained high precision and consistency in annotations. • Successfully completed multiple freelance projects remotely.

As a freelance Digital Content Quality Analyst, I classified and labeled website pages, text, images, and search results according to strict guidelines. I helped train datasets for AI-powered recommendation engines by applying detailed analysis and consistent annotation practices. I maintained high accuracy under tight deadlines, leading to long-term client relationships. • Classified images and text for training algorithmic recommendation systems. • Labeled web content for usability, credibility, and compliance. • Maintained high precision and consistency in annotations. • Successfully completed multiple freelance projects remotely.

2019 - 2021

Online Research & Data Annotation Specialist

OtherTextClassification
In the role of Online Research & Data Annotation Specialist, I performed internet research and annotated findings for machine learning training and validation. My work included verifying authenticity, removing low-quality data, and evaluating user experience in US business, sports, social media, and current events. This contributed directly to enhancing AI-driven search and recommendation systems. • Annotated large volumes of online textual data for model validation. • Ensured data authenticity and filtered misleading content. • Supported machine learning pipelines with structured data labeling. • Focused on US-centric online domains and digital trends.

In the role of Online Research & Data Annotation Specialist, I performed internet research and annotated findings for machine learning training and validation. My work included verifying authenticity, removing low-quality data, and evaluating user experience in US business, sports, social media, and current events. This contributed directly to enhancing AI-driven search and recommendation systems. • Annotated large volumes of online textual data for model validation. • Ensured data authenticity and filtered misleading content. • Supported machine learning pipelines with structured data labeling. • Focused on US-centric online domains and digital trends.

2018 - 2019

Education

U

University of Texas at Austin

Bachelor of Science, Information Technology

Bachelor of Science
2008 - 2012
A

Austin High School

High School Diploma, General Studies

High School Diploma
2004 - 2008

Work History

No Work History added yet

Leslie A. hasn’t added any Work History to their OpenTrain profile yet.