Lectures & Workshops

A reflection on six AI vibe coding workshops across Samsung Changwon, Kyungnam University, Pusan National University, and Kosin University Gospel Hospital. Two-track hypothesis validated, pre-install guides matured, the senior/junior perspective gap, and the conclusion that domain, experience, and leadership are what compound.

Thirteen attendees, with five plastic-surgery faculty at the core alongside a medical student and developers. The main demo was built on the host professor's own 150-patient breast-reconstruction cohort, fusing research and clinical-tool building into one flow over three hours.

Seventeen attendees — surgeons, urologists, orthopaedic, thoracic and oral-maxillofacial faculty alongside internal medicine. Five tracks branching from a single demo, with each participant working toward their own first concrete result in two and a half hours.

The first session with a non-clinician audience. Three live demos — outpatient/inpatient spreadsheet automation, meeting-minutes summarisation, and announcement variants — on the operations work that repeats every week.

A six-person online workshop on Zoom. With every participant coming from a different domain, the main demo was pre-built as three options and chosen live by show of hands.

Faculty, residents, nurses, administrative and IT staff in one room for three hours. Five tracks pre-mapped from a pre-survey, with a main demo built on the hospital's health-checkup data so any department could follow.

A two-and-a-half-hour one-on-one session with a retina-centre director. We took their own OCT/fundus data, built the first table and figure end-to-end, and left with a workflow they could run by themselves the next day.

The first AI vibe coding workshop outside my home hospital. Four hours, radiology faculty and residents, each working on their own data and producing a first table, figure, or app screen.

A first hands-on AI vibe coding workshop for 9 attendees — faculty, residents, and staff — in a radiology department. Everyone built something for their own work in two and a half hours.