Andrew HuangMD
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About & path

Andrew Sheng-Han Huang, MD

黃聖瀚

From Sabah to medicine. And beyond.

NYCU — Doctor of Medicine
Current study: NTU — Smart MHI

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.

NowNTU Smart MHIA current chapter connecting smart healthcare, medical informatics, clinical evaluation, and hospital implementation.

Most recent first

01

Education & experience

Medical training, building projects, and learning across languages have shaped how I approach clinical AI.

NTU Smart MHI

The current chapter: bringing clinical practice, smart healthcare, medical informatics, evaluation, governance, and implementation into one more systematic frame.

Clinical AI & research

Clinical workflow contribution to the ASUS Clinical AI Assistant, public prototypes, and co-authorship on the CLR-voyance clinical-reasoning preprint.

VGHTPE clinical training

Clerkship and subinternship at Taipei Veterans General Hospital—where the distance between an impressive AI demo and a workable clinical system became concrete.

NYCU School of Medicine

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.

NTNU Overseas Chinese Prep

A year of Mandarin and entrance preparation at National Taiwan Normal University’s Overseas Chinese Preparatory Programs.

Sabah, Malaysia

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

02

What Smart MHI is pulling together.

Five connected tracks carried forward from Andrew’s existing portfolio. These describe the direction of study and practice, not finished outcomes.

Clinical AI implementationGetting tools into real workflows, not stopping at demos.
Clinical reasoning evaluationReasoning quality, uncertainty, and clinically meaningful review.
Smart clinical recordsSupporting better synthesis across complex documentation.
Hospital AI governancePermissions, audit, data scope, and responsible model use.
Controlled agentic systemsTool use and logging that remain inspectable inside hospital constraints.

Recent interests

What I’m exploring next.

Areas I’m interested in exploring and developing further, alongside my existing clinical AI work.

Surgical robotics developmentExploring how clinical needs can inform the development of surgical robotic systems.
Medical record software developmentInterested in building medical record systems around the people who document, review, and use clinical information.
AI model development for healthcareInterested in developing AI models for clinical use, alongside evaluation and integration into care workflows.

A through-line

03

Translation is the actual practice.

Clinical, technical, educational, and cross-cultural translation are different versions of the same work: making what matters legible without stripping away its constraints.

CLINICAL

From the ward

Notice the sequence, exceptions, risk, and information burden before proposing a tool.

TECHNICAL

Into a system

Turn needs into data fields, behaviors, acceptance checks, and an artifact people can inspect.

EDUCATIONAL

Across a room

Adapt the entry point for students, clinicians, engineers, and decision-makers.

CULTURAL

Between contexts

Work across Mandarin Chinese, English, and Malay, with an instinct to ask what has been left implicit.

Beyond medicine

04

The wider practice matters.

Music, sport, debate, and a community of people who enjoy learning together.

Andrew Huang seated at a grand piano during a recital
Piano · started age 11 · ATCL 2018

Practice before performance

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 ↗
Ongoing

AI Medicine Reading Community

A cross-regional learning community connecting clinicians, engineers, and medical students across Taiwan and the US West Coast.

Team practice

Water polo

Physical grit, team trust, and continuing to make decisions while tired.

Long horizon

Chess

Pattern recognition, planning ahead, and getting comfortable learning from stronger players.

Leadership

Debate & NTU SLC

Former vice president of a Chinese speech and debate club; later part of NTU College of Management’s Student Leadership Council.

Selected training

05

A broader foundation.

Self-reported records from Andrew’s existing portfolio, included as supporting context rather than the main evidence of the work.

Advanced Cardiac Life SupportTaiwan Society of Emergency Medicine · 2024–2027View certificate ↗
NVIDIA Developer ProgramMember since October 2023

Continue

Choose the part of the path you need.

Go to the work for case evidence, talks for communication and teaching, or the recruiter brief for a fast, forwardable summary.