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Baker Jayden

Baker Jayden

AI Data Annotation Specialist

USA flagCLEARWATER, Usa
IntermediateOtherScale AISuperannotate

Key Skills

Software

Other
Scale AIScale AI
SuperAnnotateSuperAnnotate
RemotasksRemotasks
MercorMercor
Micro1
OneFormaOneForma

Top Subject Matter

Natural language processing model training
NLP dataset quality and compliance
Linguistic data annotation for NLP research

Top Data Types

TextText
AudioAudio
VideoVideo

Top Task Types

ClassificationClassification
Text SummarizationText Summarization
Bounding BoxBounding Box
Question AnsweringQuestion Answering
Text GenerationText Generation
SegmentationSegmentation
Entity (NER) ClassificationEntity (NER) Classification
Data CollectionData Collection
Evaluation/RatingEvaluation/Rating
TranscriptionTranscription
Computer Programming/CodingComputer Programming/Coding
PolygonPolygon

Freelancer Overview

AI Data Annotation Specialist. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Master of Science, University of North Florida (2021) and Bachelor of Science, University of North Florida (2017). AI-training focus includes data types such as Text and labeling workflows including Classification.

Intermediate

Labeling Experience

AI Data Annotation Specialist

TextClassification
As an AI Data Annotation Specialist, I performed large-scale text labeling and annotation tasks to support NLP model training projects. I classified datasets according to sentiment, intent, and topic, following detailed project guidelines. I consistently delivered high-quality, accurate outputs on a remote team within strict productivity benchmarks. • Labeled text data for sentiment, intent, and topic classification. • Maintained compliance with evolving annotation guidelines and QA procedures. • Performed self-reviews and documented annotation edge cases regularly. • Improved annotation workflow efficiency and met KPIs for accuracy and volume.

As an AI Data Annotation Specialist, I performed large-scale text labeling and annotation tasks to support NLP model training projects. I classified datasets according to sentiment, intent, and topic, following detailed project guidelines. I consistently delivered high-quality, accurate outputs on a remote team within strict productivity benchmarks. • Labeled text data for sentiment, intent, and topic classification. • Maintained compliance with evolving annotation guidelines and QA procedures. • Performed self-reviews and documented annotation edge cases regularly. • Improved annotation workflow efficiency and met KPIs for accuracy and volume.

2024 - Present

Language Data Quality Reviewer

TextClassification
In my role as a Language Data Quality Reviewer, I audited annotated datasets for semantic accuracy and correctness. I identified errors in sentiment classification and inconsistencies in labeling, ensuring high inter-annotator agreement. I maintained comprehensive logs and provided feedback to improve guideline adherence and annotation quality. • Reviewed labeled NLP datasets for data quality and consistency. • Detected and corrected sentiment classification errors regularly. • Used Excel and internal QA tools to track and resolve labeling issues. • Supported the refinement of annotation protocols across projects.

In my role as a Language Data Quality Reviewer, I audited annotated datasets for semantic accuracy and correctness. I identified errors in sentiment classification and inconsistencies in labeling, ensuring high inter-annotator agreement. I maintained comprehensive logs and provided feedback to improve guideline adherence and annotation quality. • Reviewed labeled NLP datasets for data quality and consistency. • Detected and corrected sentiment classification errors regularly. • Used Excel and internal QA tools to track and resolve labeling issues. • Supported the refinement of annotation protocols across projects.

2023 - 2024

Language Technology Intern

OtherTextClassification
As a Language Technology Intern, I assisted with manual data annotation and linguistic tagging for NLP model development. I helped prepare and clean datasets and participated in annotation reliability testing. I gained practical exposure to various annotation tools and workflows in a research context. • Supported preparation of annotated corpora for NLP. • Conducted manual labeling and tagging tasks. • Tested annotation consistency and reliability with team. • Learned multiple annotation software platforms during tenure.

As a Language Technology Intern, I assisted with manual data annotation and linguistic tagging for NLP model development. I helped prepare and clean datasets and participated in annotation reliability testing. I gained practical exposure to various annotation tools and workflows in a research context. • Supported preparation of annotated corpora for NLP. • Conducted manual labeling and tagging tasks. • Tested annotation consistency and reliability with team. • Learned multiple annotation software platforms during tenure.

2022 - 2023

Education

U

University of North Florida

Master of Science, Computational Linguistics

Master of Science
2021 - 2021
U

University of North Florida

Bachelor of Science, Language and Information Studies

Bachelor of Science
2017 - 2017

Work History

No Work History added yet

Baker J. hasn’t added any Work History to their OpenTrain profile yet.