Patrick F.

Key Skills

Software

Other

Top Subject Matter

AI content evaluation and prompt/reasoning quality

Research data collection

Evaluation Domain Expertise

Top Data Types

Text

Top Task Types

Data Collection

Freelancer Overview

Freelance AI Content Reviewer & Data Evaluation Specialist (Remote). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Arts, University of Texas (2023) and Bachelor of Arts, University of Texas (2020). AI-training focus includes data types such as Text and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Freelance AI Content Reviewer - Freelance

Reviewed AI-generated content to improve language quality, reasoning quality, and overall response performance for real-world use cases. Applied structured evaluation criteria to assess clarity, coherence, relevance, and factual accuracy across multiple model outputs. Produced structured written feedback and prompt improvements while maintaining consistency with evolving project guidelines and quality standards. • Evaluated responses for logical consistency, hallucinations, and unsupported claims • Compared multiple model outputs to rank the highest-quality response • Developed natural prompts simulating diverse user intentions • Supported quality assurance through documentation, reporting, and annotations that improve AI system outputs.

2023 - Present

Freelance AI Content Reviewer & Data Evaluation Specialist (Remote)

OtherText

Reviewed AI-generated text responses to assess language quality, clarity, coherence, relevance, and factual accuracy. Compared multiple model outputs using structured evaluation criteria to select the highest-quality response. Produced structured written evaluations with clear explanations and actionable feedback to support AI model improvement. • Identify logical inconsistencies, hallucinations, grammatical issues, and unsupported claims • Develop natural prompts simulating real-world user intent across diverse subject areas • Apply evolving project guidelines to maintain consistency across reviews • Contribute to AI training workflows through high-quality annotations/content review

2023 - Present

Research & Academic Assistant (University of Texas)

OtherTextData Collection

Supported academic and multidisciplinary research requiring extensive analysis, documentation, and communication. Conducted literature reviews and evaluated information from multiple sources for accuracy and relevance. Collected and organized qualitative and quantitative research data to produce research reports and technical documentation. • Analyze academic publications and synthesize findings • Interpret qualitative and quantitative research data • Evaluate information quality across multiple sources • Collaborate with faculty and research teams on academic projects

2020 - 2023

Education

Work History