Ashley Hamilton

Key Skills

Software

Labelbox

Top Subject Matter

AI Model Training

Machine Learning

Language Processing

Top Data Types

Text

Image

Top Task Types

Classification

Freelancer Overview

AI Data Annotator / AI Training Specialist. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Labelbox. Education includes [TELUS Digital, Outlier, OneForma, Clickworker], [Remote], [ (2024). AI-training focus includes data types such as Text and Image and labeling workflows including Classification.

Labeling Experience

Image Data Annotator (Project Experience)

LabelboxImageClassification

During an image classification project, I improved annotation guidelines and raised standards for data quality in image-based AI tasks. My contributions led to more accurate image labels and enhanced dataset usefulness for AI training. I collaborated with the team to refine processes and ensure clear instructions for all annotators. • Improved annotation guidelines for image classification • Enhanced data quality and dataset consistency • Contributed to clearer labeling processes for images • Supported overall success of the image classification project

During an image classification project, I improved annotation guidelines and raised standards for data quality in image-based AI tasks. My contributions led to more accurate image labels and enhanced dataset usefulness for AI training. I collaborated with the team to refine processes and ensure clear instructions for all annotators. • Improved annotation guidelines for image classification • Enhanced data quality and dataset consistency • Contributed to clearer labeling processes for images • Supported overall success of the image classification project

2024 - Present

Language Model Data Annotator (Project Experience)

LabelboxTextClassification

I supported language model development through data annotation, quality reviews, and process documentation to enhance the AI's language understanding. My work addressed both the accuracy of annotations and the effectiveness of reviewing processes for NLP models. Documenting procedures ensured alignment and clarity among all contributors to the language model training. • Participated in data annotation for language models • Performed quality reviews on annotated text data • Documented processes for consistent annotation standards • Supported overall improvements in language model training workflows

I supported language model development through data annotation, quality reviews, and process documentation to enhance the AI's language understanding. My work addressed both the accuracy of annotations and the effectiveness of reviewing processes for NLP models. Documenting procedures ensured alignment and clarity among all contributors to the language model training. • Participated in data annotation for language models • Performed quality reviews on annotated text data • Documented processes for consistent annotation standards • Supported overall improvements in language model training workflows

2024 - Present

Data Entry Specialist / Quality Analyst

LabelboxTextClassification

In my role as a Data Entry Specialist and Quality Analyst, I entered, verified, and managed complex data to ensure accuracy, consistency, and high standards for AI datasets. I contributed to the development of best practices for both data management and data labeling, focusing on data integrity. Regular audits and the implementation of corrective actions marked my commitment to error reduction in labeled data. • Entered, verified, and maintained complex data for AI training • Assisted with best practices for data management and labeling • Conducted audits and introduced corrective processes for errors • Focused on accuracy and consistency across labeling tasks

In my role as a Data Entry Specialist and Quality Analyst, I entered, verified, and managed complex data to ensure accuracy, consistency, and high standards for AI datasets. I contributed to the development of best practices for both data management and data labeling, focusing on data integrity. Regular audits and the implementation of corrective actions marked my commitment to error reduction in labeled data. • Entered, verified, and maintained complex data for AI training • Assisted with best practices for data management and labeling • Conducted audits and introduced corrective processes for errors • Focused on accuracy and consistency across labeling tasks

2024 - Present

AI Data Annotator / AI Training Specialist

LabelboxTextClassification

As an AI Data Annotator and AI Training Specialist, I labeled, categorized, and curated large datasets to support AI and machine learning model performance. I ensured high-quality data annotation by rigorously following comprehensive guidelines and performing regular quality assurance checks. My collaboration with data scientists and engineers led to optimized labeling workflows and better handling of edge cases. • Labeled and categorized large datasets to enhance AI model accuracy • Conducted quality assurance and followed annotation guidelines • Identified and documented edge cases for model improvement • Worked with teams to refine annotation processes and maintain productivity

As an AI Data Annotator and AI Training Specialist, I labeled, categorized, and curated large datasets to support AI and machine learning model performance. I ensured high-quality data annotation by rigorously following comprehensive guidelines and performing regular quality assurance checks. My collaboration with data scientists and engineers led to optimized labeling workflows and better handling of edge cases. • Labeled and categorized large datasets to enhance AI model accuracy • Conducted quality assurance and followed annotation guidelines • Identified and documented edge cases for model improvement • Worked with teams to refine annotation processes and maintain productivity

2024 - Present

Education

Work History