Rovilyn T.

Key Skills

Software

Other

Clickworker

OneForma

Labelbox

Top Subject Matter

Healthcare/medical AI (nursing & psychiatric/medical domain)

Nursing education and health science tutoring

Top Data Types

Text

Medical Dicom

Top Task Types

Question Answering

Freelancer Overview

AI Medical Trainer, Freelance Independent Contractor (Outlier AI). Brings 14+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master of Science, Western Mindanao State University (2015) and Bachelor of Science, Brent Hospital and Colleges Inc. (2012). AI-training focus includes data types such as Medical, DICOM, and Text and labeling workflows including Evaluation, Rating, and Question Answering.

Labeling Experience

AI Medical Trainer, Freelance Independent Contractor (Outlier AI)

Other

Served as an AI Medical Trainer for Outlier AI, applying clinical nursing knowledge to review and improve AI medical outputs. Evaluated responses for accuracy, safety, and clinical relevance, and compared outputs against evidence-based practice and clinical guidelines. Provided structured feedback to support model refinement and improve reliability for healthcare-related AI systems. • Performed quality assurance and validation of AI-generated medical content • Identified inaccuracies, gaps, and potential patient-safety risks in model responses • Reviewed content to ensure ethical alignment and clinical guideline conformity • Participated in data quality assurance, annotation, and review workflows

2024 - 2025

Online Health Science and Nursing Tutor, Freelance Independent Contractor

OtherTextQuestion Answering

Worked as an Online Health Science and Nursing Tutor on a freelance basis, supporting students with nursing and health science coursework. Explained clinical concepts and medical terminology in a structured, learner-friendly manner while guiding students through assignments and case analyses. Provided exam preparation support using evidence-based practices to strengthen students’ understanding and reasoning. • Guided students through assignments, case analyses, and exam preparation • Helped learners understand core clinical concepts and medical terminology • Applied real-world clinical experience to support critical thinking • Reinforced safe clinical reasoning, professionalism, and academic integrity

2021 - 2025

Education

Work History