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Josh W.

Josh W.

AI Platform Content Evaluator (Founder & Developer, Snippetmanagerpro.com & Vpnsecurity.blog)

USA flag
Richmond, Usa
$25.00/hrIntermediateInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

AI Assistants, General Knowledge & Productivity Tools
Software & Technical Topics (Programming, Developer Tools)
Digital Content & Online Media (Web Content, SEO, Social Platforms)

Top Data Types

TextText
DocumentDocument
Computer Code ProgrammingComputer Code Programming

Top Task Types

Computer Programming Coding
Evaluation Rating
Transcription
RLHF
Text Summarization
Question Answering
Text Generation
Classification

Freelancer Overview

I have hands-on experience with AI training and data labeling across text, image, and response‑evaluation workflows. Projects have included training an image-based generative model, selecting the best responses from large language models, rating outputs for quality and sentiment, correcting and refining model responses, and configuring custom GPT-style systems to improve output quality and consistency. I am comfortable following detailed guidelines, applying consistent judgment, and iterating based on feedback to help models better align with human preferences. I have also contributed to content classification, relevance review, and tone/quality evaluation tasks that require strong attention to detail and high accuracy. I regularly use AI agents and other AI tools to support structured workflows, compare candidate outputs, and identify improvement opportunities, which helps me adapt quickly to new annotation standards and toolsets. My background includes studies at Eastern Kentucky University and a focus on AI training for text data and evaluation/rating workflows.

IntermediateEnglish

Labeling Experience

AI Text Response Evaluation and RLHF Project

TextRLHF
Reviewed AI-generated text responses for a variety of prompts (including general knowledge questions and programming/code-related tasks), ranked outputs by accuracy and clarity, and provided positive/negative feedback to guide model behavior.

Reviewed AI-generated text responses for a variety of prompts (including general knowledge questions and programming/code-related tasks), ranked outputs by accuracy and clarity, and provided positive/negative feedback to guide model behavior.

2024 - Present

Image classification for identity‑preserving generative AI.

ImageClassification
I performed image classification on a dataset of face photos to train a generative vision model to recognize and preserve a specific individual’s identity across synthesized images. The work involved curating a high‑quality image set, assigning consistent identity labels, and validating that the resulting model produced realistic, identity‑preserving portraits under varied prompts and visual styles.

I performed image classification on a dataset of face photos to train a generative vision model to recognize and preserve a specific individual’s identity across synthesized images. The work involved curating a high‑quality image set, assigning consistent identity labels, and validating that the resulting model produced realistic, identity‑preserving portraits under varied prompts and visual styles.

2024 - 2024

Education

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Work History

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