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Cerenity Smith

Cerenity Smith

Results-oriented Data Migration, Labeler, Annotator, and Implementer

USA flagNEWPORT NEWS, Usa
$10.00/hrExpertCVATData Annotation TechLabelbox

Key Skills

Software

CVATCVAT
Data Annotation TechData Annotation Tech
LabelboxLabelbox
Label StudioLabel Studio
Redbrick AIRedbrick AI
Scale AIScale AI

Top Subject Matter

No subject matter listed

Top Data Types

AudioAudio
DocumentDocument
VideoVideo

Top Task Types

Audio Recording
Classification
Data Collection
Text Generation
Text Summarization

Freelancer Overview

I am an experienced Data Specialist with over 6 years of expertise in AI/ML data annotation, data labeling, and dataset quality assurance across diverse industries, including healthcare, finance, and technology. My background includes spearheading high-volume annotation projects for text, audio, image, and video datasets, achieving accuracy rates of 98–99% while supporting the development of Large Language Models (LLMs), NLP applications, and transformer-based models like BERT and GPT. I have collaborated closely with data scientists, engineers, and cross-functional teams to design scalable workflows, implement human-in-the-loop methodologies, and optimize training data pipelines, resulting in measurable improvements in model accuracy and efficiency. Skilled in tools such as Python, SQL, ABBYY, GitHub, SAP, Salesforce CRM, and ServiceNow, I bring both technical proficiency and process-driven expertise to every project My ability to deliver high-quality annotated datasets, streamline labeling workflows, and ensure regulatory compliance (HIPAA, CLIA, SOPs) sets me apart as a reliable partner in AI/ML data operations.

ExpertLatinEnglishSpanish

Labeling Experience

No Data Labeling experience added

Cerenity S. hasn’t added any AI Training or Data Labeling experience to their OpenTrain profile yet.

Education

S

Smithfield High School

High School Diploma, General Education

High School Diploma
2018 - 2018

Work History

No Work History added yet

Cerenity S. hasn’t added any Work History to their OpenTrain profile yet.