Christian Broughton

Key Skills

Software

Remotasks

Appen

Top Subject Matter

Natural Language Processing

Content Moderation / Machine Learning

Legal Services & Contract Review

Top Data Types

Text

Image

Document

Top Task Types

Classification

Freelancer Overview

AI Data Annotation Contributor (Independent). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Remotasks and Appen. Education includes High School Diploma, Shaker High School (2019). AI-training focus includes data types such as Text and labeling workflows including Classification.

Labeling Experience

AI Data Annotation Contributor (Independent)

RemotasksTextClassification

As an AI Data Annotation Contributor, I supported machine learning model development through detailed text classification and dataset categorization. I ensured consistent, accurate annotations in line with structured guidelines for AI training datasets. Key tasks included response evaluation, prompt ranking, and maintaining dataset integrity for language model training. • Performed text annotation, classification, and evaluation tasks. • Maintained high consistency and quality control in labeling. • Supported prompt ranking and dataset categorization. • Adhered to strict annotation protocols for NLP pipelines.

As an AI Data Annotation Contributor, I supported machine learning model development through detailed text classification and dataset categorization. I ensured consistent, accurate annotations in line with structured guidelines for AI training datasets. Key tasks included response evaluation, prompt ranking, and maintaining dataset integrity for language model training. • Performed text annotation, classification, and evaluation tasks. • Maintained high consistency and quality control in labeling. • Supported prompt ranking and dataset categorization. • Adhered to strict annotation protocols for NLP pipelines.

2024 - Present

Digital Content Reviewer

AppenTextClassification

As a Digital Content Reviewer, I conducted thorough assessments of written content and digital response data to ensure relevance and accuracy. I utilized structured guidelines to assign precise category placements and safeguard dataset quality for machine learning tasks. Ongoing review ensured the reliability of data pipelines for AI model development. • Conducted relevance and accuracy reviews for text content. • Labeled and categorized information according to standards. • Supported data integrity for AI and ML datasets. • Facilitated robust machine learning pipeline workflows.

As a Digital Content Reviewer, I conducted thorough assessments of written content and digital response data to ensure relevance and accuracy. I utilized structured guidelines to assign precise category placements and safeguard dataset quality for machine learning tasks. Ongoing review ensured the reliability of data pipelines for AI model development. • Conducted relevance and accuracy reviews for text content. • Labeled and categorized information according to standards. • Supported data integrity for AI and ML datasets. • Facilitated robust machine learning pipeline workflows.

2023 - Present

Data Labeling & Content Review Contractor

AppenTextClassification

As a Data Labeling & Content Review Contractor, I executed diverse tagging, classification, and content review assignments across digital text datasets. I evaluated AI-generated responses and applied consistent categorization to support supervised learning and natural language processing models. Quality assurance measures and guideline compliance were integral to my workflow. • Executed structured data labeling tasks and tagging. • Reviewed and classified AI-generated digital content. • Identified quality issues and maintained data integrity. • Supported NLP systems with accurate data labels.

As a Data Labeling & Content Review Contractor, I executed diverse tagging, classification, and content review assignments across digital text datasets. I evaluated AI-generated responses and applied consistent categorization to support supervised learning and natural language processing models. Quality assurance measures and guideline compliance were integral to my workflow. • Executed structured data labeling tasks and tagging. • Reviewed and classified AI-generated digital content. • Identified quality issues and maintained data integrity. • Supported NLP systems with accurate data labels.

2023 - Present

Education

Work History