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Shelby Stumpf

Shelby Stumpf

Generalist, Outlier AI

USA flagSilver Peak, Usa
$25.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

AI Workflow and Productivity Tools
Education and Tutoring

Top Data Types

TextText

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

Generalist, Outlier AI. Brings 13+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Paraprofessional, Round Mountain Elementary School (2024) and Assistant Manager, Champ’s (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Prompt + Response Writing (SFT).

Entry LevelEnglish

Labeling Experience

Generalist, Outlier AI

Text
Implemented and tested AI-assisted workflows to improve the efficiency and quality of team operations. Evaluated AI tool outputs and participated in training data development for workflow enhancements. Analyzed qualitative feedback to support prioritization of feature changes and training needs. • Developed and refined AI tool usage guides • Assisted with process and workflow evaluations • Facilitated feedback collection for model adjustments • Supported onboarding initiatives for new users

Implemented and tested AI-assisted workflows to improve the efficiency and quality of team operations. Evaluated AI tool outputs and participated in training data development for workflow enhancements. Analyzed qualitative feedback to support prioritization of feature changes and training needs. • Developed and refined AI tool usage guides • Assisted with process and workflow evaluations • Facilitated feedback collection for model adjustments • Supported onboarding initiatives for new users

2025 - Present

Virtual Tutor, Varsity Tutors

OtherTextPrompt Response Writing SFT
Integrated AI tools to develop customized lesson materials and monitor student progress. Used AI-driven strategies to support personalized learning and offer targeted feedback during online instruction. Leveraged AI technologies to enhance educational outcomes and student engagement. • Designed lesson content with AI tools • Tracked academic growth using AI systems • Provided tailored feedback with AI insights • Enhanced learning experiences through technology

Integrated AI tools to develop customized lesson materials and monitor student progress. Used AI-driven strategies to support personalized learning and offer targeted feedback during online instruction. Leveraged AI technologies to enhance educational outcomes and student engagement. • Designed lesson content with AI tools • Tracked academic growth using AI systems • Provided tailored feedback with AI insights • Enhanced learning experiences through technology

2024 - 2025

Education

W

Western Governers' University

Bachelors , Elementary Education

Bachelors
2023 - 2026

Work History

N

Nye County School District

Second Grade Teacher

Nye County
2024 - 2025
V

Varsity Tutors

Virtual Tutor

Silver Peak
2024 - 2025