Francis M.

Key Skills

Freelancer Overview

FRANCIS MWAI, MD, MSc Physician • Health AI Trainer • Healthcare Data Specialist [email protected] PROFESSIONAL SUMMARY Physician and Healthcare AI Trainer with a Master’s degree in Medicine and a proven track record spanning clinical practice, AI model development, and healthcare administration. Combines firsthand expertise in patient care, medical documentation, and operational workflows with direct experience curating high-quality training data for AI systems. Adept at translating complex medical and administrative scenarios into structured, actionable data inputs that improve model performance. Passionate about leveraging clinical knowledge to advance responsible AI in healthcare. CORE COMPETENCIES Clinical Medicine & Patient Care Coordination • AI Data Annotation & Model Training • Medical Documentation & Coding Healthcare Administration & Operations • Analytical Problem Solving • Remote Collaboration • Quality Assurance PROFESSIONAL EXPERIENCE Health AI Trainer | Remote / AI Platform 2022 – Present Healthcare domain specialist for AI model training and data annotation projects • Delivered high-quality annotated datasets for healthcare and clinical administration scenarios, supporting the development and refinement of large language models. • Evaluated AI-generated medical responses for accuracy, clinical relevance, safety, and alignment with established healthcare guidelines. • Collaborated with engineering and product teams to identify annotation gaps, improve la