Jonas John Posko Amalaraj, photographed
Clinician and public-health researcher, now working in AI and cloud.
I’ve worked on health at three scales: one patient, one population, and the systems underneath both.

I’m Jonas.

(01)Medicine
(02)Public Health
(03)AI
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Three fields, one career.

Hover a field · its colour wakes up
(01) · One patient2018 – 2023
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Medicine

About three years in Malaysia’s public hospitals as a GP, and a frontline medical officer through COVID-19.

Journey →
(02) · One population2021 – 2025
N = 3,034

Public Health

First author of the HELO survey of 3,034 Singaporeans: 2026 GeroScience Outstanding Original Research Paper Award (honourable mention).

Research →
(03) · The systems underneath2026 –
1 0 1 1 0 1

AI

Building AI agents and health-data pipelines on Google Cloud: voice triage, patient timelines, neighbourhood models.

Work →

Selected work.

All builds →
01

CareLine

A voice agent for post-discharge check-ins, with a safety layer the model can’t override.
AI · PrototypeGemini Live APIFastAPICloud Run
RULES995MODEL TALKSCODE DECIDES
02

Healthcare Data Journey

Hospital records and wearable data on one patient timeline.
AI · PrototypeCloud Healthcare APIFHIR R4BigQuery
HL7v2FHIR R4WEARABLEONE PATIENT · ONE TIMELINE
03

Co-host 2.0

A live AI voice co-host that shows how an agent works while it works.
AI · Used in a live lectureNext.jsGemini Live APIWeb Audio API
ENZHMSTAPROMPT RULETOOL CALLTOOL CALLHUMAN OKSCREEN 1 · THE VIVASCREEN 2 · WHAT THE AGENT DID