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Cornelius Oleary Jr

Cornelius Oleary Jr

Medical AI Trainer & Reviewer

USA flagLas Vegas, Usa
$200.00/hrExpert

Key Skills

Software

No software listed

Top Subject Matter

Medical/Emergency Medicine/Healthcare AI
Surgery and Surgical Subspecialties
Regulatory Compliance & Risk Analysis

Top Data Types

TextText
DocumentDocument
ImageImage

Top Task Types

Prompt + Response Writing (SFT)Prompt + Response Writing (SFT)
Red TeamingRed Teaming
Fine-tuningFine-tuning

Freelancer Overview

Medical AI Trainer & Reviewer. Brings 16+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, University of California and Doctor of Medicine, Georgetown University School of Medicine. AI-training focus includes data types such as Text and labeling workflows including Prompt + Response Writing (SFT).

ExpertEnglishSpanish

Labeling Experience

Medical AI Trainer & Reviewer

TextPrompt Response Writing SFT
As a Medical AI Trainer and Reviewer, I performed AI training on medical LLMs by generating prompts and conducting targeted interactions to test model boundaries. I evaluated and rated LLM outputs on emergency medicine topics for diagnostic accuracy, clinical reasoning, and safety. Since March 2026, I have reviewed clinical tasks, analyzing content quality and providing detailed structured feedback to improve model reliability. • Conducted adversarial testing to identify model weaknesses and unsafe outputs. • Assessed LLM content for clinical accuracy, diagnostic logic, and risk management. • Delivered structured feedback to improve LLM alignment with healthcare standards. • Promoted to Medical Reviewer in March 2026 for advanced clinical content evaluation.

As a Medical AI Trainer and Reviewer, I performed AI training on medical LLMs by generating prompts and conducting targeted interactions to test model boundaries. I evaluated and rated LLM outputs on emergency medicine topics for diagnostic accuracy, clinical reasoning, and safety. Since March 2026, I have reviewed clinical tasks, analyzing content quality and providing detailed structured feedback to improve model reliability. • Conducted adversarial testing to identify model weaknesses and unsafe outputs. • Assessed LLM content for clinical accuracy, diagnostic logic, and risk management. • Delivered structured feedback to improve LLM alignment with healthcare standards. • Promoted to Medical Reviewer in March 2026 for advanced clinical content evaluation.

2022 - Present

Education

U

University of Arizona

mini MBA in Healthcare, Business Administration

mini MBA in Healthcare
2022 - 2023
S

Stanford University

Visiting Scholar, Orthopaedic Surgery and Biomechanical Engineering

Visiting Scholar
Not specified

Work History

C

Cornelius O’Leary Jr Md Pc

Medical Doctor And Chief Executive Officer

San Diego
2004 - 2019