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Lola Miles

Lola Miles

AI Workflow, Content Quality & UX Evaluation Consultant

USA flagMary Esther, Usa
$40.00/hrEntry Level

Key Skills

Software

No software listed

Top Subject Matter

AI-generated content evaluation and LLM output review
Psychology / behavioral science / mental health content
Operations / business process / workflow evaluation

Top Data Types

TextText
ImageImage
AudioAudio

Top Task Types

Text GenerationText Generation
Question AnsweringQuestion Answering
Text SummarizationText Summarization
RLHFRLHF
Red TeamingRed Teaming
TranscriptionTranscription
Evaluation/RatingEvaluation/Rating
Data CollectionData Collection
Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)

Freelancer Overview

I am entry-level in formal paid AI training and data labeling, but I have hands-on RLHF-style experience through regular use of LLMs such as ChatGPT, Claude, Gemini, Microsoft Copilot, and Perplexity. I routinely evaluate AI-generated outputs for clarity, accuracy, hallucinations, reasoning quality, usefulness, instruction-following, tone, and alignment with the intended task, then provide feedback, refine prompts, compare outputs, and iterate toward better responses. My background combines operations, UX/content review, psychology, and clinical counseling education, which helps me assess nuance, user intent, ambiguity, emotional tone, and human-centered reasoning. I have also trained staff on responsible AI use, reviewed AI-supported outputs for quality and consistency, documented findings clearly, and built workflows where AI-generated content had to be checked, refined, and translated into reliable business actions. I am especially interested in AI evaluation, RLHF-style model feedback, content quality review, psychology/behavioral science tasks, and guideline-based annotation projects.

Entry LevelEnglish

Labeling Experience

AI Workflow, Content Quality & UX Evaluation Consultant

Text
Reviewed and refined AI-generated text outputs for quality, clarity, and accuracy. Applied structured evaluation rubrics and provided feedback for AI-assisted content, research, workflow outputs, and web assets. Identified hallucinations, weak reasoning, and inconsistent formatting in LLM results. • Developed structured review criteria for text output evaluation • Used multiple LLMs and workflow tools for assessment and feedback • Analyzed outputs for guideline adherence and UX consistency • Delivered actionable revision recommendations for AI-generated content

Reviewed and refined AI-generated text outputs for quality, clarity, and accuracy. Applied structured evaluation rubrics and provided feedback for AI-assisted content, research, workflow outputs, and web assets. Identified hallucinations, weak reasoning, and inconsistent formatting in LLM results. • Developed structured review criteria for text output evaluation • Used multiple LLMs and workflow tools for assessment and feedback • Analyzed outputs for guideline adherence and UX consistency • Delivered actionable revision recommendations for AI-generated content

2025 - Present

Education

N

Northwest Florida State College

Associates of Arts, Visual Arts

Associates of Arts
2007 - 2009
E

Eastern New Mexico University

Bachelor of Science, Psychology

Bachelor of Science
Not specified

Work History

E

Ember M Consulting

AI Content Quality and UX Consultant

Mary Esther
2025 - Present
U

United States Air Force

Federal Operations and Communications Specialist

N/A
2013 - 2025