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Morgan Nuckols

AI Trainer / Data Annotation Specialist (Contract)

USA flag
Tempe, Usa
$30.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

AI system development
multimodal data
Natural Language Processing

Top Data Types

TextText
ImageImage
DocumentDocument

Top Task Types

Classification

Freelancer Overview

AI Trainer / Data Annotation Specialist (Contract). Brings 12+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Other, Internal, and Proprietary Tooling. Education includes Doctor of Philosophy, University of California, Berkeley (2019) and Master of Science, University of Illinois Urbana-Champaign (2019). AI-training focus includes data types such as Text and labeling workflows including Classification.

ExpertEnglish

Labeling Experience

AI Trainer / Data Annotation Specialist (Contract)

OtherTextClassification
Labeled, categorized, and annotated large-scale datasets including text, images, and audio according to strict quality guidelines. Conducted regular quality assurance checks on annotated data to ensure consistency and data integrity. Collaborated with cross-functional teams to refine annotation schemas and documented ambiguous annotation decisions. • Managed annotation across multiple data modalities (text, image, and audio) • Documented and clarified complex annotation decisions for engineering teams • Adapted to new annotation tools and project requirements frequently • Ensured data quality through comprehensive QA processes.

Labeled, categorized, and annotated large-scale datasets including text, images, and audio according to strict quality guidelines. Conducted regular quality assurance checks on annotated data to ensure consistency and data integrity. Collaborated with cross-functional teams to refine annotation schemas and documented ambiguous annotation decisions. • Managed annotation across multiple data modalities (text, image, and audio) • Documented and clarified complex annotation decisions for engineering teams • Adapted to new annotation tools and project requirements frequently • Ensured data quality through comprehensive QA processes.

2020 - Present

Research Assistant – Natural Language Processing Lab

TextClassification
Supported high-precision human annotation of linguistic datasets for NLP research projects. Developed annotation manuals and created training materials tailored to research annotation tasks. Provided continuous feedback to enhance labeling efficiency and inter-annotator agreement. • Designed training resources for research assistants performing annotation • Maintained annotation quality and consistency with academic rigor • Contributed to projects focused on improving natural language models • Coordinated feedback loops to refine annotation processes.

Supported high-precision human annotation of linguistic datasets for NLP research projects. Developed annotation manuals and created training materials tailored to research annotation tasks. Provided continuous feedback to enhance labeling efficiency and inter-annotator agreement. • Designed training resources for research assistants performing annotation • Maintained annotation quality and consistency with academic rigor • Contributed to projects focused on improving natural language models • Coordinated feedback loops to refine annotation processes.

2015 - 2019

Education

U

University of Illinois Urbana-Champaign

Master of Science, Computer Science

Master of Science
2017 - 2019
U

University of California, Berkeley

Doctor of Philosophy, Computer Science

Doctor of Philosophy
2015 - 2019

Work History

A

Arizona State University

Adjunct Professor

Tempe
2022 - Present
U

University of California, Berkeley

Research Assistant

Berkeley
2015 - 2019