Ion V.

Key Skills

Software

Other

Top Subject Matter

Oncology clinical documentation review and guideline adherence validation

AI-enabled clinical decision support training (digital health adoption)

Top Data Types

Document

Top Task Types

Function Calling

Freelancer Overview

Resident Physician – Multidisciplinary Clinical Practice (Concurrent) (Record review and structured clinical appropriate. Brings 6+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Master’s Degree, Ovidius University of Constanța (2020) and Doctor of Medicine, Ovidius University of Constanța (2018). AI-training focus includes data types such as Medical, DICOM, and Document and labeling workflows including Evaluation, Rating, and Function Calling.

Labeling Experience

Trainer / Clinical Educator – TRANSITION Program (EU-Funded)

OtherDocumentFunction Calling

As a Trainer/Clinical Educator for the TRANSITION Digital Healthcare Program, you delivered training on evidence-based reasoning and safe adoption of digital health tools for clinicians. This included educating healthcare professionals on clinical decision support concepts and resilience in oncology care, aligning your role with AI/decision-support enablement rather than direct data annotation. Your contributions bridged clinical medicine, health systems, and AI-enabled digital health solutions for upskilling. • Delivered clinical training sessions on digital transformation and resilience • Educated clinicians on decision support concepts and safe digital health adoption • Supported interdisciplinary education across clinical and digital domains • Contributed to clinician upskilling at the intersection of clinical medicine, health systems, and AI-enabled tools

2024 - 2025

Resident Physician – Multidisciplinary Clinical Practice (Concurrent) (Record review and structured clinical appropriateness assessment)

Other

As a Resident Physician in multidisciplinary clinical practice, you reviewed oncology medical records and treatment decisions for correctness, completeness, and guideline-concordant clinical appropriateness. While not framed as dataset labeling, this involved structured evaluation of clinical information used to validate decisions and ensure consistent care documentation. Your work supported standardized assessment practices that resemble annotation-style quality review in clinical data contexts. • Reviewed outpatient/inpatient oncology records for accuracy and completeness • Assessed whether treatment decisions matched evidence-based guidelines • Collaborated with senior physicians for structured follow-up assessment • Participated in multidisciplinary evaluations to ensure consistent documentation quality

2022 - 2023

Education

Work History