Scale Stack
Cloud, AI and automation infrastructure for high-growth companies – Melbourne Australia

Cloud, AI & Automation Infrastructure for High-Growth Companies

I design and build scalable backend systems, real-time data pipelines, and AI-powered automation that run your business reliably at scale.

Problems you solve

Revenue-critical systems need someone who thinks like an architect, not a coder.

  • Data is messy

    Systems don't talk. CRMs, payments, and internal tools are siloed. You spend more time fixing than building.

  • Automations break

    Webhooks fail, retries don't exist, and no one knows why. When it breaks at 2am, you're the one fixing it.

  • Scaling costs explode

    Serverless should scale down too. Poor architecture means bills that grow faster than revenue.

  • AI without infrastructure

    LLMs and agents are useless if they can't read your data, trigger workflows, or run reliably in production.

Systems we build

Infrastructure that automates operations, processes data, and scales your product reliably.

  • Scalable backend systems (Firebase, GCP, AWS)
  • Real-time data pipelines and sync
  • Event-driven architecture (pub/sub, queues)
  • Secure payment and auth flows
  • AI-powered automation in production
  • Webhook processing and API orchestration

Tech stack authority

FirebaseFirestoreGoogle CloudStripeEvent-drivenServerlessReal-timeAI / LLM

Case studies

Systems thinking, not logos. See how we design for scale and reliability.

Real-Time Donor Matching & Payment Processing Pipeline

Architecture for reliable donor matching, payment processing, and CRM sync at scale.

SaaS Backend: MVP to Scale

Serverless backend design that scales with usage without blowing costs.

Ready to architect your system?

Request an architecture review. No commitment—just a clear picture of what’s possible.