Case file № 001-26RIYADH · KSA

Between thesynapseand the silicon.

Chief complaint

“Can’t stop thinking about brains — and the machines learning to read them.” Onset: medical school. Duration: chronic.

PT
Alhayssoni, Abdulrahman
Service
Neurology × AI
Allergies
Unvalidated hype
Code status
Full (builds things)
Case file № 001-26Seen & examinedOpen the chart
01 /History
Abdulrahman Alhayssoni, smiling, in a white thobe and ghutraContents: fig. 00, in rotationAffect: appropriateGrooming: immaculateS1, S2 present. No murmurs
FIG. 01 — SUBJECT, IN VIVOAcquired
Role
Neurology resident
Hospital
KSU Medical City
Languages
AR · EN

History of the present physician.

I’m Abdulrahman Alhayssoni, a neurology resident at King Saud University Medical City. By day I examine brains. After hours I study the machines learning to read them — and help write the rules that keep them honest.

HPI · Bedside

Neurological exams, ward rounds, and the small detective work of finding out what a brain is trying to say. That’s the day job. The after-hours question: what happens when the next stethoscope is a model?

HPI · Framework

Governance is the unsexy scaffolding — policy, audit trails, consent — that decides whether a tool helps a patient or harms them. I work on that, and on the harder part: bringing models into clinics without spending trust it took medicine a century to earn.

Active orders

Continue neurology residency. Research the safe use of large models in clinical workflows — diagnostics, triage, documentation. Audit the quiet ethics underneath. Reassess daily.

02 /Examination

On examination.

General: alert, oriented ×3, caffeinated. Selected findings below.

312+

Reflexes elicited

Patellar, Achilles, biceps. The hammer never sleeps.

9,847 lines

Vibe-coded

Mostly working. Some commented. A few prayed over.

1,240 hrs

In the on-call room

Fluorescent light, vending-machine coffee, character development.

47

Whiteboard markers killed

Mostly during ward rounds. RIP, blue.

GCS 15/15 · Speaks AR + EN · Re-reads of Bradley: ∞ · Coffee half-life ≈ 5 hr · No acute distress · Reflexes: brisk, symmetric · Pupils: equal, reactive to ideas · Judgement: intact, audited · Insight: preserved, worryingly · The hammer never sleeps
03 /Impression

Working diagnoses.

Clinical Neurology

From acute stroke and seizure to the slow puzzles of headache, demyelination, and movement disorders. The answer is sometimes on the MRI — more often it’s hiding in the history.

AI in Healthcare

Bringing models into the clinical loop without breaking it — radiology assist, decision support, ambient documentation, and the workflows around them.

LLMsDecision SupportImagingWorkflows

AI Governance

Policy, audit, validation, and consent. How a hospital decides what a model is allowed to do — and what to do when it’s wrong.

RiskAuditConsentBias

Digital Health

Patient-facing tools, remote monitoring, and the long quiet design problem of meeting people where they actually are.

TelehealthRPMUXPublic Health

Writing & Speaking

Talks, panels, and short essays for clinicians learning to think about AI — and for technologists learning to think about medicine.

TalksEssaysMentoring

Impression: not mutually exclusive. Likely comorbid.

04 /Investigations

Results — verified.

LAB/01Apr 2026

AI Governance

Saïd Business School, University of Oxford — focused on IT governance, AI policy, and regulation.

ID 9HJEWCCB94FC

Oxford · verified

LAB/02Aug 2025

Machine Learning with Python

IBM — applied machine learning fundamentals in Python, from preprocessing through evaluation.

ID GY310JOYXD1U

IBM · verified

LAB/03Aug 2025

Intro to Software Engineering

IBM — software engineering practices, version control, and collaborative development workflows.

ID WPE8NH1N3TL6

IBM · verified

LAB/04Jul 2024

McKinsey Forward Program

McKinsey & Company — leadership, problem-solving, and communication frameworks for early-career professionals.

ID — on file

McKinsey · verified

Further studies pending.

05 /Hospital course

The course so far.

2022 — NOW · R-01 · 3 yrs 7 mos

Neurology Resident

King Saud University Medical City · Riyadh

Inpatient service, outpatient clinics, and the on-call phone. Between admissions: working out how AI tools earn a place in everyday hospital workflows — safely, and on the record.

2025 — 2026 · R-02 · 7 mos

Engagement Lead

NarraLabs · Part-time

Part-time interpreter between two dialects: what clinicians actually need, and what AI teams actually build. Steered healthcare-AI engagements through governance, validation, and adoption.

2022 — 2023 · R-03 · 1 yr 1 mo

Medical Intern

King Saud University · Riyadh

Rotated through internal medicine, surgery, ED, pediatrics, and ob-gyn. Gravitated toward neurology — the discipline that rewards listening more than ordering.

2021 — 2022 · R-04 · 1 yr

College of Medicine — Student Club President

King Saud University · Riyadh

Ran the college’s student club — timelines, budgets, a full calendar of academic and community events. Learned to ship things with a team that keeps hospital hours.

2020 — 2021 · R-05 · 1 yr 1 mo

College of Medicine — Vice President

King Saud University · Riyadh

Led student initiatives through a year that asked everyone to work differently. Programming, budgeting, mentorship — much of it over webcam.

2019 — 2020 · R-06 · 1 yr 1 mo

Batch Leader

King Saud University · Riyadh

The link between the college and the batch — schedules, announcements, and the small, constant logistics of keeping a medical cohort pointed the same way.

2016 — 2022 · R-07 · 6 yrs

MBBS — College of Medicine

King Saud University · Riyadh

Six years of medicine, biostatistics, and the slow craft of clinical reasoning. Started a habit that hasn’t stopped: reading something clinical and something computational every week.

06 /Plan

The plan.

Plan pending. Real case studies get charted here once they exist — this file doesn’t do fiction.

PLAN/01TODO — project titleTODO — year · role
PLAN/02TODO — project titleTODO — year · role
PLAN/03TODO — project titleTODO — year · role
07 /Disposition

Stable. Ambulating freely between clinic and codebase.

Let’s buildsomething careful,and useful.

Electronically signed

A. Alhayssoni

Neurology × AI · no cosign required