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Caio Lessa

Medical AI Training Specialist / Subject Matter Expert

Entry Level

Key Skills

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Top Subject Matter

Medical/Healthcare AI

Top Data Types

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Freelancer Overview

Medical AI Training Specialist / Subject Matter Expert. Core strengths include Internal and Proprietary Tooling. Education includes Doctor of Medicine, University of Brasília (2022). AI-training focus includes data types such as Text and labeling workflows including Evaluation and Rating.

Entry Level

Labeling Experience

Medical AI Training Specialist / Subject Matter Expert

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As a Medical AI Training Specialist and Subject Matter Expert, I rigorously evaluated AI-generated responses for clinical accuracy, patient safety, and logical coherence. I engineered complex clinical vignettes to test advanced language models and identified areas for improvement in diagnostic reasoning. My work contributed to reinforcement learning from human feedback and advanced adversarial testing practices. • Designed intricate multi-step clinical scenarios for model stress-testing. • Evaluated model outputs for medical reliability and clinical safety. • Provided detailed feedback used in Reinforcement Learning from Human Feedback (RLHF). • Developed prompts exposing vulnerabilities and hallucination patterns in medical LLM reasoning.

As a Medical AI Training Specialist and Subject Matter Expert, I rigorously evaluated AI-generated responses for clinical accuracy, patient safety, and logical coherence. I engineered complex clinical vignettes to test advanced language models and identified areas for improvement in diagnostic reasoning. My work contributed to reinforcement learning from human feedback and advanced adversarial testing practices. • Designed intricate multi-step clinical scenarios for model stress-testing. • Evaluated model outputs for medical reliability and clinical safety. • Provided detailed feedback used in Reinforcement Learning from Human Feedback (RLHF). • Developed prompts exposing vulnerabilities and hallucination patterns in medical LLM reasoning.

Present

Education

U

University of Brasília

Doctor of Medicine, Medicine

Doctor of Medicine
2022

Work History

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