Mariana Capoani

Medical AI Reviewer and Dataset Validator

Itajaí, Brazil

$10.00/hrEntry LevelInternal Proprietary Tooling

Key Skills

Software

Internal/Proprietary Tooling

Top Subject Matter

Medical AI model evaluation

radiology report review

healthcare documentation analysis

Top Data Types

Text

Document

Medical Dicom

Top Task Types

Classification

Text Generation

Question Answering

Text Summarization

Object Detection

Freelancer Overview

Medical AI Reviewer and Dataset Validator. Brings 16+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Doctor of Medicine, University of Passo Fundo and Residency in Radiology and Diagnostic Imaging, Santa Casa de Misericórdia de Porto Alegre. AI-training focus includes data types such as Medical and DICOM and labeling workflows including Evaluation and Rating.

Entry LevelPortugueseEnglish

Labeling Experience

Medical AI Reviewer and Dataset Validator

Medical DicomPrompt Response Writing SFT

I work as a medical reviewer on the Outlier platform Valkyrie project, focusing on AI model evaluation. I review and validate clinical and radiology datasets to assess accuracy, consistency and diagnostic quality

2020 - Present

Education

IPOG

Postgraduate Program in Medical Auditing, Medical Auditing

Postgraduate Program in Medical Auditing

Not specified

Santa Casa de Misericórdia de Porto Alegre

Residency in Radiology and Diagnostic Imaging, Radiology and Diagnostic Imaging

Residency in Radiology and Diagnostic Imaging

Not specified

Work History

Unimed

Medical Auditor

Itajaí

2020 - 2024

Unimed

Clinical Radiologist

Balneário Camboriú

2009 - 2020