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Shonterrick Johnson

Shonterrick Johnson

AI Content Evaluation, Quality Review Specialist, & Training Content

USA flagAustin, Usa
$15.00/hrIntermediateRemotasksMercorLabelbox

Key Skills

Software

RemotasksRemotasks
MercorMercor
LabelboxLabelbox
DataloopDataloop
Data Annotation TechData Annotation Tech
ClickworkerClickworker
CVATCVAT

Top Subject Matter

Quality Assurance & AI Response Evaluation
Data Annotation & Structured Labeling
Learning & Development / Training & Documentation

Top Data Types

DocumentDocument
TextText
ImageImage

Top Task Types

Bounding BoxBounding Box
Evaluation/RatingEvaluation/Rating
Red TeamingRed Teaming
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
TranscriptionTranscription
RLHFRLHF
Question AnsweringQuestion Answering
Text SummarizationText Summarization
Text GenerationText Generation
Data CollectionData Collection
Object DetectionObject Detection
ClassificationClassification
Entity (NER) ClassificationEntity (NER) Classification

Freelancer Overview

Content Evaluation & Quality Review (Annotation & Labeling, Structured Workflows). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Arts, Texas A&M University. AI-training focus includes data types such as Document and labeling workflows including Evaluation and Rating.

IntermediateEnglish

Labeling Experience

Content Evaluation & Quality Review (Annotation & Labeling, Structured Workflows)

Document
Reviewed and verified documents and submissions using structured workflows and guidelines to ensure accuracy and completeness. Applied rubric-based criteria to validate information across high-volume onboarding and compliance processes. Tracked, updated, and organized data within proprietary systems to maintain consistency and quality assurance. • Evaluated the accuracy and readiness of submissions for onboarding processes • Followed structured protocols to flag missing or incorrect information • Maintained detailed and audit-ready records using spreadsheets • Identified and documented recurring errors in labeling procedures

Reviewed and verified documents and submissions using structured workflows and guidelines to ensure accuracy and completeness. Applied rubric-based criteria to validate information across high-volume onboarding and compliance processes. Tracked, updated, and organized data within proprietary systems to maintain consistency and quality assurance. • Evaluated the accuracy and readiness of submissions for onboarding processes • Followed structured protocols to flag missing or incorrect information • Maintained detailed and audit-ready records using spreadsheets • Identified and documented recurring errors in labeling procedures

2023 - 2025

Administrative Data Reviewer (Structured Annotation Workflows)

Document
Reviewed staff submissions and internal documentation for accuracy, completeness, and procedural compliance. Utilized structured resources and templates to standardize content evaluation processes. Ensured all deliverables met established criteria and organizational expectations before approval. • Applied consistent rubrics for administrative submissions • Monitored and followed up on incomplete or inaccurate documentation • Developed resources to support labeling consistency • Standardized workflows for higher accuracy

Reviewed staff submissions and internal documentation for accuracy, completeness, and procedural compliance. Utilized structured resources and templates to standardize content evaluation processes. Ensured all deliverables met established criteria and organizational expectations before approval. • Applied consistent rubrics for administrative submissions • Monitored and followed up on incomplete or inaccurate documentation • Developed resources to support labeling consistency • Standardized workflows for higher accuracy

2021 - 2023

Education

T

Texas A&M University

Bachelor of Arts, English

Bachelor of Arts
Not specified

Work History

I

IDEA Public Schools

Assistant Principal of Instruction (Instructional Design & Training Lead)

Austin
2023 - Present
I

IDEA Public Schools

Grade Team Leader / Content Lead (Learning Design & Enablement)

Austin
2021 - 2023