Ashton Glenn

Key Skills

Software

Other

Appen

Top Subject Matter

General/Multiple Domains

Large Language Model Training

Data Annotation/AI Training

Top Data Types

Text

Video

Top Task Types

RLHF

Classification

Freelancer Overview

AI Trainer. Brings 29+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Appen. Education includes Master of Fine Arts, Pine Manor College (2011) and Bachelor of Arts, The New School (2007). AI-training focus includes data types such as Text and labeling workflows including RLHF and Classification.

Labeling Experience

AI Trainer

OtherTextRLHF

As an AI Trainer at Outlier, I contributed to the development and improvement of large language models by providing human feedback on model outputs. The work included rating and evaluating AI-generated responses for quality and relevance. My tasks required careful attention to detail and adherence to provided guidelines. • Routinely evaluated AI-generated text for accuracy and fluency. • Provided detailed feedback to refine AI behavior. • Collaborated remotely with a team of trainers. • Ensured outputs met strict quality standards.

As an AI Trainer at Outlier, I contributed to the development and improvement of large language models by providing human feedback on model outputs. The work included rating and evaluating AI-generated responses for quality and relevance. My tasks required careful attention to detail and adherence to provided guidelines. • Routinely evaluated AI-generated text for accuracy and fluency. • Provided detailed feedback to refine AI behavior. • Collaborated remotely with a team of trainers. • Ensured outputs met strict quality standards.

2024 - Present

Data Annotator

OtherTextClassification

As a Data Annotator at TEKsystems, I meticulously labeled and annotated diverse data to enhance data quality for AI projects. The focus was on executing consistent, high-precision annotations as per assignment specifications. I ensured reliability and accuracy through rigorous quality control procedures. • Performed classifications on various data types, primarily text. • Maintained high throughput with attention to detail. • Collaborated with quality assurance staff. • Adhered to established guidelines and best practices.

As a Data Annotator at TEKsystems, I meticulously labeled and annotated diverse data to enhance data quality for AI projects. The focus was on executing consistent, high-precision annotations as per assignment specifications. I ensured reliability and accuracy through rigorous quality control procedures. • Performed classifications on various data types, primarily text. • Maintained high throughput with attention to detail. • Collaborated with quality assurance staff. • Adhered to established guidelines and best practices.

2025 - 2026

Senior LLM Specialist

AppenTextRLHF

As a Senior LLM Specialist with Appen, I was responsible for reviewing, annotating, and evaluating textual data to aid in large language model training. My daily duties focused on ranking and generating responses for AI model supervision. I followed strict protocols to deliver consistent, high-quality human feedback. • Assessed AI-generated completions for correctness and style. • Generated synthetic data to support model training. • Contributed to team improvement discussions. • Complied with data privacy and confidentiality guidelines.

As a Senior LLM Specialist with Appen, I was responsible for reviewing, annotating, and evaluating textual data to aid in large language model training. My daily duties focused on ranking and generating responses for AI model supervision. I followed strict protocols to deliver consistent, high-quality human feedback. • Assessed AI-generated completions for correctness and style. • Generated synthetic data to support model training. • Contributed to team improvement discussions. • Complied with data privacy and confidentiality guidelines.

2024 - 2025

Education

Work History