For employers

Hire this AI Trainer

Sign in or create an account to invite AI Trainers to your job.

Invite to Job
A

Aubree Luithle

Search Quality Rater (Operations & Enterprise)

USA flagMissoula, Usa
$18.00/hrEntry LevelOther

Key Skills

Software

Other

Top Subject Matter

Enterprise Operations
Search Algorithms
Llm Domain Expertise

Top Data Types

TextText
ImageImage

Top Task Types

RLHFRLHF

Freelancer Overview

Search Quality Rater (Operations & Enterprise). Brings 2+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Outlier and Other. Education includes None, Missoula College (2023). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and RLHF.

Entry LevelEnglish

Labeling Experience

AI Trainer & Data Annotator

OtherTextRLHF
As an AI Trainer and Data Annotator, I completed Reinforcement Learning from Human Feedback (RLHF) tasks for large language model improvement. My main focus was on training, fine-tuning, and evaluating LLM outputs for safety, accuracy, and helpfulness. I also participated in user experience research and software testing for digital AI products. • Conducted prompt evaluations and model ranking activities. • Completed structured data annotation and RLHF workflow tasks across multiple tools. • Maintained consistently high approval and quality rating on submitted data sets. • Used platforms like dscout, Prolific, test IO, and Data Annotation for annotation and research studies.

As an AI Trainer and Data Annotator, I completed Reinforcement Learning from Human Feedback (RLHF) tasks for large language model improvement. My main focus was on training, fine-tuning, and evaluating LLM outputs for safety, accuracy, and helpfulness. I also participated in user experience research and software testing for digital AI products. • Conducted prompt evaluations and model ranking activities. • Completed structured data annotation and RLHF workflow tasks across multiple tools. • Maintained consistently high approval and quality rating on submitted data sets. • Used platforms like dscout, Prolific, test IO, and Data Annotation for annotation and research studies.

2026 - Present

Search Quality Rater (Operations & Enterprise)

Text
As a Search Quality Rater, I evaluated the relevance and accuracy of search engine results to support machine learning model improvement. I provided detailed qualitative and quantitative feedback used for direct model refinement and fine-tuning efforts. My work specialized in enterprise and operations-related queries while adhering to rigorous data quality and rating guidelines. • Analyzed intent and multi-level user queries for data labeling. • Applied complex, multi-page evaluation rubrics on search outputs. • Supported high-fidelity training data generation for enterprise use-cases. • Worked with Outlier and other proprietary and industry-standard annotation tools.

As a Search Quality Rater, I evaluated the relevance and accuracy of search engine results to support machine learning model improvement. I provided detailed qualitative and quantitative feedback used for direct model refinement and fine-tuning efforts. My work specialized in enterprise and operations-related queries while adhering to rigorous data quality and rating guidelines. • Analyzed intent and multi-level user queries for data labeling. • Applied complex, multi-page evaluation rubrics on search outputs. • Supported high-fidelity training data generation for enterprise use-cases. • Worked with Outlier and other proprietary and industry-standard annotation tools.

2026 - Present

Education

M

Missoula College

None, Pre-Nursing

None
2021 - 2023

Work History

W

Welocalize

Search Quality Rater

Missoula
2026 - Present
B

Bankers Life

Insurance Agent Trainee

Missoula
2025 - Present