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Melissa Cribbs

Melissa Cribbs

Generalist – Data Labeling & Human Feedback Contributor

USA flag
Wesley Chapel, Usa
$20.00/hrIntermediateOtherCrowdsourceAppen

Key Skills

Software

Other
CrowdSourceCrowdSource
AppenAppen
RemotasksRemotasks

Top Subject Matter

Large Language Models
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
AudioAudio
DocumentDocument

Top Task Types

Bounding Box
Classification
Point Key Point
Object Detection
Text Generation
Question Answering
Text Summarization
Fine Tuning
Transcription
Evaluation Rating

Freelancer Overview

As a Generalist AI Trainer I evaluate and improve AI responses by reviewing outputs, labeling data, and writing clear, accurate example answers across a wide range of topics. Follow detailed guidelines to ensure quality, safety, and consistency while helping train AI systems to perform better in real-world conversations.

IntermediateEnglish

Labeling Experience

Generalist – Data Labeling & Human Feedback Contributor

OtherText
At Outlier.ai, I participated as a generalist focused on evaluating, creating, and improving datasets used for training large language models (LLMs). My work involved providing high-quality human feedback to refine AI performance and data accuracy. I contributed to the development of robust training data through critical assessment and curation efforts. • Evaluated model outputs and data samples for appropriateness and correctness. • Created and improved linguistic datasets for LLM development. • Provided detailed feedback on model responses to guide improvements. • Ensured consistent data quality to enhance model training.

At Outlier.ai, I participated as a generalist focused on evaluating, creating, and improving datasets used for training large language models (LLMs). My work involved providing high-quality human feedback to refine AI performance and data accuracy. I contributed to the development of robust training data through critical assessment and curation efforts. • Evaluated model outputs and data samples for appropriateness and correctness. • Created and improved linguistic datasets for LLM development. • Provided detailed feedback on model responses to guide improvements. • Ensured consistent data quality to enhance model training.

2024 - Present

Education

U

University of South Florida

Master of Education, Varying Exceptionalities

Master of Education
2005 - 2005
U

University of South Florida

Bachelor of Science in Education, Learning Disabilities And Behavior Disorders

Bachelor of Science in Education
1998 - 1998

Work History

L

Liberty Middle School

ESE Teacher

Tampa
2022 - Present
B

Buchanan Middle School

ESE Teacher

Tampa
2017 - 2022