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J

Joan Biving

Freelance AI Data Specialist

USA flag
Los Angeles, Usa
$18.00/hrExpertAppenRemotasks

Key Skills

Software

AppenAppen
RemotasksRemotasks

Top Subject Matter

General AI/ML Model Training
General Data Quality/Annotation
Legal Services & Contract Review

Top Data Types

ImageImage
AudioAudio
TextText
DocumentDocument

Top Task Types

Classification

Freelancer Overview

Freelance AI Data Specialist. Core strengths include Web-Based Data Annotation Platforms. Education includes Bachelor of Arts, San Diego State University (2018). AI-training focus includes data types such as Image, Audio, and Text and labeling workflows including Classification, Evaluation, and Rating.

ExpertEnglishDutch

Labeling Experience

Freelance AI Data Specialist

ImageClassification
As a Freelance AI Data Specialist, I performed data annotation and labeling across multiple data types, supporting the training and evaluation of AI models. My responsibilities included pairwise comparisons, counting, classification, and object tagging for diverse datasets. I reviewed and validated labeled data to ensure high consistency and rigorous adherence to project guidelines. • Conducted classification and relevance rating for AI-generated text responses. • Labeled and tagged objects in images, text, and audio datasets using web-based tools. • Performed data quality assurance by validating annotated outputs against benchmarks. • Maintained productivity and accuracy in a flexible, remote work environment.

As a Freelance AI Data Specialist, I performed data annotation and labeling across multiple data types, supporting the training and evaluation of AI models. My responsibilities included pairwise comparisons, counting, classification, and object tagging for diverse datasets. I reviewed and validated labeled data to ensure high consistency and rigorous adherence to project guidelines. • Conducted classification and relevance rating for AI-generated text responses. • Labeled and tagged objects in images, text, and audio datasets using web-based tools. • Performed data quality assurance by validating annotated outputs against benchmarks. • Maintained productivity and accuracy in a flexible, remote work environment.

2021 - 2025

Data Quality Review Assistant

Text
As a Data Quality Review Assistant, I evaluated annotated datasets for accuracy, completeness, and compliance with outlined guidelines. I proactively identified inconsistencies and supported quality control efforts to improve reliability of labeled data. Adhered strictly to confidentiality and data security standards throughout all tasks. • Reviewed labeled datasets for errors, omissions, and inconsistencies. • Supported annotation teams by escalating edge cases and ambiguous data. • Assisted in continuous quality improvements for data annotation processes. • Maintained strict data security and privacy protocols during review activities.

As a Data Quality Review Assistant, I evaluated annotated datasets for accuracy, completeness, and compliance with outlined guidelines. I proactively identified inconsistencies and supported quality control efforts to improve reliability of labeled data. Adhered strictly to confidentiality and data security standards throughout all tasks. • Reviewed labeled datasets for errors, omissions, and inconsistencies. • Supported annotation teams by escalating edge cases and ambiguous data. • Assisted in continuous quality improvements for data annotation processes. • Maintained strict data security and privacy protocols during review activities.

2019 - 2021

Education

S

San Diego State University

Bachelor of Arts, English Studies

Bachelor of Arts
2014 - 2018

Work History

R

Remotask

AI Data Specialist

Los Angeles
2021 - 2025
A

Appen

Data Quality Review Assistant

Los Angeles
2019 - 2021