Elizabeth

Key Skills

Software

Other

Top Subject Matter

AI tutoring / AI training for model quality

Top Data Types

Text

Top Task Types

Entity (NER) Classification

Freelancer Overview

Ai Trainer (Remote) - Handshake AI. Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Associate of Science, Arkansas State University - Beebe (2025) and Bachelor of Science, University of Central Arkansas (2027). AI-training focus includes data types such as Text and Medical DICOM and labeling workflows including Evaluation, Rating, and Named Entity Recognition.

Labeling Experience

AI Output Reviewer - Handshake AI

Entity (NER) Classification

Reviewed AI-generated outputs for accuracy and reasoning capabilities to support model improvement. Labeled and categorized information and provided detailed feedback to help refine future outputs. Applied critical thinking to ensure quality and consistency across responses. • Evaluated outputs for correctness and reasoning • Labeled and categorized data • Provided detailed feedback for model improvement • Followed review guidelines and quality standards

2026 - Present

Ai Trainer (Remote) - Handshake AI

OtherText

Provided human review of AI-generated outputs to assess accuracy and reasoning quality. Labeled and categorized outputs to support downstream model training and evaluation. Wrote detailed feedback to identify issues and guide improvements for future model iterations. • Assessed output correctness and reasoning strength • Categorized outputs according to task guidelines • Documented feedback for model refinement • Supported quality assurance for training datasets

2026 - Present

Education

Work History