Operational systems
Applications that record a unit’s journey through real operational stages.
In practice: GoPay Spiker refurbishmentIdeas intoworking systems.
I’m an AI Engineer building around the work that actually needs doing. From warehouse operations to certificate verification and an internal AI team.
The work comes first.
Ways Creative Project is my practice in AI engineering and web application development.
I start with a concrete workflow: what arrives, what needs to happen, and what someone needs to know next. The projects below show where that thinking is being applied.
- The practice
- AI Engineer
- Focus
- Systems for everyday work
Built around the task.
Different workflows. One practical approach.
Verification on the web
A public web experience connected to QR-based certificate verification.
In practice: Kirana MedicalInternal AI workflows
An AI team being developed to support my own day-to-day work.
In development: BEN Office AIWork, in context.
A look at the systems behind the names. What each one does, who it is for, and where it stands.
GoPay SpikerA connected lifecycle.
Follow the unit
Choose a stage to see its role in the lifecycle.
Warehouse intake
Record a GoPay Spiker unit as it enters the warehouse. This is the start of its refurbishment lifecycle.
A unit’s whole journey.
Recording the lifecycle of GoPay Spiker units, from warehouse intake through refurbishment to dispatch back to merchants.
GoPay Spiker Refurbishment System
Read project notesKirana
Medical.
Medical.
Clinic-issued certificateGenerated QR codeCertificate verification
Certificates you can verify.
A clinic website and web application for verifying issued certificates through generated QR codes.
Sertifikat Klinik Generator + Landing
BENOffice AI
Everyday workBEN Office AIInternal support
In developmentAn AI team for my own work.
An internal AI team in development, intended to simplify my work without needing to hire employees.
BEN Office AI
Practical work.
Thoughtfully built.
You can visit the public clinic project to see that side of the work. The GoPay application is internal, and BEN Office AI is still in development.
Visit the public projectDirect contact details will be added here.