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Devon Reading

AI Trainer - Finance Expert

USA flag
Ventura, Usa
$40.00/hrEntry LevelInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Financial Compliance & Risk Analysis
Real Estate
Multimedia Domain Expertise

Top Data Types

TextText
VideoVideo
AudioAudio

Top Task Types

Prompt Response Writing SFT
Bounding Box
Classification
Entity Ner Classification
Object Detection
Text Generation
Transcription
Evaluation Rating

Freelancer Overview

AI Trainer - Finance Expert. Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Master of Business Administration, California State University Channel Islands Extended University (2025) and Bachelor of Science, California State University Channel Islands (2022). AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT), Evaluation, and Rating.

Entry LevelEnglish

Labeling Experience

AI Trainer - Generalist Expert - Real Estate

TextPrompt Response Writing SFT
As an AI Trainer - Generalist Expert for Real Estate, I designed and evaluated prompts and input files specific to real estate applications. I created complex rubrics to grade model responses aligned with professional tasks. My efforts enhanced AI utility for real estate professionals through targeted testing and feedback. • Developed real-world and domain-specific prompt datasets. • Built detailed evaluation rubrics and conducted accuracy assessments. • Identified and documented model response failures in real estate context. • Offered expert feedback to refine AI model performance.

As an AI Trainer - Generalist Expert for Real Estate, I designed and evaluated prompts and input files specific to real estate applications. I created complex rubrics to grade model responses aligned with professional tasks. My efforts enhanced AI utility for real estate professionals through targeted testing and feedback. • Developed real-world and domain-specific prompt datasets. • Built detailed evaluation rubrics and conducted accuracy assessments. • Identified and documented model response failures in real estate context. • Offered expert feedback to refine AI model performance.

2026 - Present

AI Trainer - Finance Expert

TextPrompt Response Writing SFT
As an AI Trainer - Finance Expert, I crafted and ranked finance-related prompts to shape large language model (LLM) performance. I developed realistic scenarios and tasks that finance professionals encounter daily. My work ensured the relevance and accuracy of AI-generated outputs for the finance industry. • Constructed, reviewed, and rated LLM prompts for factual correctness and instruction following. • Evaluated outputs on verbosity, writing quality, and overall effectiveness. • Specialized in finance content to align AI with domain expertise. • Contributed to data-driven improvement of AI models.

As an AI Trainer - Finance Expert, I crafted and ranked finance-related prompts to shape large language model (LLM) performance. I developed realistic scenarios and tasks that finance professionals encounter daily. My work ensured the relevance and accuracy of AI-generated outputs for the finance industry. • Constructed, reviewed, and rated LLM prompts for factual correctness and instruction following. • Evaluated outputs on verbosity, writing quality, and overall effectiveness. • Specialized in finance content to align AI with domain expertise. • Contributed to data-driven improvement of AI models.

2026 - Present

AI Trainer – Model Validation Expert

VideoBounding Box
As an AI Trainer – Model Validation Expert, I developed and assessed domain-specific prompts for multimedia LLM evaluation. I analyzed outputs for accuracy, clarity, and scientific rigor in specialized subfields. My role advanced AI understanding and reliability across multimedia applications. • Created and validated prompts for robust LLM testing. • Conducted in-depth review and scoring of AI-generated multimedia responses. • Provided expert insights to fine-tune LLM evaluation protocols. • Conducted independent research to inform validation and prompt development.

As an AI Trainer – Model Validation Expert, I developed and assessed domain-specific prompts for multimedia LLM evaluation. I analyzed outputs for accuracy, clarity, and scientific rigor in specialized subfields. My role advanced AI understanding and reliability across multimedia applications. • Created and validated prompts for robust LLM testing. • Conducted in-depth review and scoring of AI-generated multimedia responses. • Provided expert insights to fine-tune LLM evaluation protocols. • Conducted independent research to inform validation and prompt development.

2025 - Present

Education

C

California State University Channel Islands Extended University

Master of Business Administration, Business Administration and Management, General

Master of Business Administration
2023 - 2025
C

California State University Channel Islands

Bachelor of Science, Business Administration and Management, General

Bachelor of Science
2020 - 2022

Work History

G

Gold Coast Investments

Real Estate Agent

Camarillo
2020 - Present
P

Premier Property Management

Property Manager

Camarillo
2020 - Present