Singapore · Primary Care · AI

AI tools
built by a GP.

Clinical tools that should exist but don't — designed inside the clinic, for the clinic.

● Live Singapore Primary Care Open to collaborators

Tools

Live
GP+ Chair Dashboard
Governance intelligence for a cooperative of 120+ independent clinics. Minutes, workstreams, and AI-assessed action tracking.
Beta
EMPOWER HCV
Hepatitis C screening cascade tracker across halfway houses. Funnel from talks to treatment initiation, built for the EMPOWER programme.
In development
Cooperative Clinic Model
Financial and structural modelling for a GP-led cooperative hospital. For discussion and exploration only.
Coming
GP+ Membership Tracker
Activity scoring, COM reports, and FY rollover for GP cooperative members.
Coming
More tools
Sarcopenia pathway, chronic disease registry, clinic finance management, and more. Building in public.

TFMC · Tampines Family Medicine Clinic

Internal · staff & clinic tools

Operational and teaching tools built for TFMC. These are internal — intended for clinic staff, faculty, and students.

Procurement
Clinic procurement dashboard with irregularity flagging, supplier tracking, and a monthly upload pipeline for inventory management.
intel.zizlabs.sg →
FM Course Material
Family medicine teaching resources and course material for the TFMC training programme.
fmc.zizlabs.sg →
FM Student Dashboard
Central dashboard for family medicine students — schedules, resources, and progress at a glance.
fm.zizlabs.sg →
DM Screening QI Dashboard
Diabetes screening quality-improvement dashboard tracking the 2026 QI project cohort and outcomes.
tfmcdm.zizlabs.sg →
Timesheet
Staff timesheet logging and hours tracking for the clinic team.
timesheet.zizlabs.sg →
Roster
Clinic duty roster and shift planning — who's on, when, across the TFMC team.
tfmcroster.zizlabs.sg →

About

A GP who builds the tools his clinic actually needs.

I'm Dr Aziz Noordin, a family physician at Tampines Family Medicine Clinic (TFMC).

Zizlabs is where I put the tools I've built — for my clinic, for GP+, and for the wider primary care community. Everything here was designed to solve a real problem I faced at work.

Connect

LinkedIn → Email → GP+ →