NTU Smart MHI
The current chapter: bringing clinical practice, smart healthcare, medical informatics, evaluation, governance, and implementation into one more systematic frame.
About & path
黃聖瀚
From Sabah to medicine. And beyond.
I grew up in Sabah, studied medicine in Taiwan, and started coding during medical school. Today, I bring those interests together at NTU Smart MHI.
Most recent first
Medical training, building projects, and learning across languages have shaped how I approach clinical AI.
The current chapter: bringing clinical practice, smart healthcare, medical informatics, evaluation, governance, and implementation into one more systematic frame.
Clinical workflow contribution to the ASUS Clinical AI Assistant, public prototypes, and co-authorship on the CLR-voyance clinical-reasoning preprint.
Clerkship and subinternship at Taipei Veterans General Hospital—where the distance between an impressive AI demo and a workable clinical system became concrete.
Six years of medical training at National Yang Ming Chiao Tung University. Coding began during medical school and gradually became a second way to investigate clinical problems.
A year of Mandarin and entrance preparation at National Taiwan Normal University’s Overseas Chinese Preparatory Programs.
Grew up in Sabah, Borneo, then came to Taiwan as an overseas Chinese student. Moving between places and languages became an early education in listening before assuming.
Current direction
Five connected tracks carried forward from Andrew’s existing portfolio. These describe the direction of study and practice, not finished outcomes.
Recent interests
Areas I’m interested in exploring and developing further, alongside my existing clinical AI work.
A through-line
Clinical, technical, educational, and cross-cultural translation are different versions of the same work: making what matters legible without stripping away its constraints.
Notice the sequence, exceptions, risk, and information burden before proposing a tool.
Turn needs into data fields, behaviors, acceptance checks, and an artifact people can inspect.
Adapt the entry point for students, clinicians, engineers, and decision-makers.
Work across Mandarin Chinese, English, and Malay, with an instinct to ask what has been left implicit.
Beyond medicine
Music, sport, debate, and a community of people who enjoy learning together.

ABRSM Grade 8 by 14 and Trinity College London ATCL by 18. Music made iteration, interpretation, and composure under attention feel normal long before clinical training did.
Watch piano performance ↗A cross-regional learning community connecting clinicians, engineers, and medical students across Taiwan and the US West Coast.
Physical grit, team trust, and continuing to make decisions while tired.
Pattern recognition, planning ahead, and getting comfortable learning from stronger players.
Former vice president of a Chinese speech and debate club; later part of NTU College of Management’s Student Leadership Council.
Selected training
Self-reported records from Andrew’s existing portfolio, included as supporting context rather than the main evidence of the work.
Continue
Go to the work for case evidence, talks for communication and teaching, or the recruiter brief for a fast, forwardable summary.