NYCU — Doctor of Medicine
Graduated 2026National Yang Ming Chiao Tung University · School of Medicine
Andrew Sheng-Han Huang, MD
Medical doctor · Clinical AI collaboration & evaluation
Education & current study
NTU — Smart MHI
CurrentNational Taiwan University · Current study in smart healthcare and medical informatics
Clinical clerkship & subinternship · Taipei Veterans General Hospital · 2024–2026
Medical graduate with experience translating clinical documentation needs into testable requirements, contributing to clinical AI evaluation, and explaining technical work to clinical audiences.
Clinical AI & selected contributions
ASUS Clinical AI Assistant
2025–2026Clinical workflow contributor
Contributed frontline documentation needs, data-field mappings, prompt specifications, acceptance criteria and structured test cases. Supported communication between clinicians and engineers in the Taipei Veterans General Hospital / ASUS AICS project.
CLR-voyance
2026Co-author · arXiv preprint
Co-authored research on outcome-aware rubrics for inpatient clinical decision support. Personal contribution: clinician-side review of case rubrics, candidate responses and blinded pairwise preferences.
Software demonstration
Ran an existing open-source CT tool and presented its output to faculty to discuss medical-imaging workflows. The underlying software and model are credited to their original developers.
Mitral Valve Dynamics
Teaching use · 2025Scientific communication
Created an interactive explanation of a heart-valve paper to connect anatomical structures with engineering concepts.
Teaching & organization
Vibe Coding Basics Workshop
22 Aug 2026Co-organizer · one of five planning members
Workshop facilitator · problem discovery and practical AI-tool use
Focus & languages
- Practice
- Clinical workflow translation · AI-output evaluation · Clinical–engineering communication
- Interests
- Surgical robotics · Medical record software · AI models for healthcare
- Languages
- Mandarin Chinese · English · Malay