Ricardo F.

Key Skills

Software

Other

Top Subject Matter

Medical/Healthcare AI

Clinical Documentation/Healthcare Compliance

Legal Services & Contract Review

Top Data Types

Text

Document

Top Task Types

Classification

Freelancer Overview

AI Training Project Contributor. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Residency in Anesthesiology, Universidad Nacional Autónoma de México (2024) and Doctor of Medicine, Universidad de Guadalajara (2022). AI-training focus includes data types such as Text and labeling workflows including Classification, Translation, and Localization.

Labeling Experience

Virtual Medical Assistant (Data Annotation)

OtherText

Translated and annotated clinical records for cross-border medical use in compliance with U.S. standards. Conducted documentation review and structured clinical text data to support remote workflows. Assisted physicians and administrative teams by preparing data for secondary use and AI-related processes. • Clinical text translation and annotation • Structured documentation for AI workflows • Supported compliance and data utility • Facilitated international healthcare data collaboration

2023 - 2024

AI Training Project Contributor

OtherTextClassification

Participated in a structured medical AI training project focused on annotating and validating clinical text datasets. Provided detailed analysis to improve the accuracy and consistency of healthcare-related machine learning models. Collaborated with team members to enhance dataset quality and reliability for AI model development. • Medical data annotation and validation • Contributed to quality control and workflow optimization • Improved dataset accuracy for healthcare ML models • Ensured consistency and detailed data labeling

2023 - 2023

Education

Work History