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Paul Papantonio

Paul Papantonio

AI Trainer

USA flagPawleys Island, Usa
Entry Level

Key Skills

Software

No software listed

Top Subject Matter

AI Conversational Systems
Legal Services & Contract Review
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument

Top Task Types

No task types listed

Freelancer Overview

AI Trainer. Brings 19+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Diploma, World Brewing Academy (Siebel Institute - Chicago and Doemens Academy - Munich) (2010) and Bachelor of Music, University of Hartford (2008). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Entry Level

Labeling Experience

AI Trainer

Text
As an AI Trainer at OutlierAI, I evaluated, wrote, and refined AI prompts and responses to enhance AI system accuracy. My work focused on rating AI-generated responses for accuracy, safety, and quality in order to train and improve underlying large language models. I identified nuances and errors in AI outputs, contributing to the evolution of conversational AI performance. • Evaluated and scored AI-generated textual responses for correctness and safety. • Wrote and edited prompts and target completions for supervised fine-tuning tasks. • Provided detailed feedback and recommendations on AI behaviors and errors. • Collaborated with team members to identify edge cases and improve model reliability.

As an AI Trainer at OutlierAI, I evaluated, wrote, and refined AI prompts and responses to enhance AI system accuracy. My work focused on rating AI-generated responses for accuracy, safety, and quality in order to train and improve underlying large language models. I identified nuances and errors in AI outputs, contributing to the evolution of conversational AI performance. • Evaluated and scored AI-generated textual responses for correctness and safety. • Wrote and edited prompts and target completions for supervised fine-tuning tasks. • Provided detailed feedback and recommendations on AI behaviors and errors. • Collaborated with team members to identify edge cases and improve model reliability.

2026 - Present

Education

W

World Brewing Academy (Siebel Institute - Chicago and Doemens Academy - Munich)

Diploma, Brewing

Diploma
2010 - 2010
U

University of Hartford

Bachelor of Music, Music

Bachelor of Music
2004 - 2008

Work History

A

Anomaly Brewery Consulting

Brewery Consultant

Pawleys Island
2024 - Present
A

Anomaly Trading

Part Time Day Trader/Swing Trader

Pawleys Island
2023 - Present