Our work
Systems we have engineered
Projects shown here are evidence of capability, not a catalogue. Confidential client details and proprietary source are not disclosed — the operational problems and the engineering are real.
Custom software · Infrastructure
Data Centre Inventory & IPAM Platform
Developed for a large Australian critical-infrastructure programme to structure data-centre inventory and IP address management — supernet and subnet management, device addressing, VLAN tracking and project visibility in one system.
- IPAM
- Inventory
- VLAN tracking
- Project visibility
Automation · Data
Infrastructure Discovery & Network Intelligence
Tooling that gathers information from network devices using APIs, SSH and SNMP and transforms it into consolidated topology, inventory, addressing and lifecycle intelligence.
- API / SSH / SNMP
- Topology
- Lifecycle
- Python
✓ 1,842 EPG / contract relations parsed
! 2 BD unicast-routing mismatches
✕ 1 L3Out policy drift vs. LLD
Automation · Architecture
Network Configuration & Fabric Analysis
Automation capable of parsing complex Cisco ACI configuration and operational data and turning it into structured information for design validation, assessment and troubleshooting.
- Cisco ACI
- Design validation
- Assessment
CI/CD · Network automation
Network Change & Configuration Pipeline
A CI/CD pipeline for network change: configuration rendered from the source of truth, linted and validated in the pipeline, approved by a reviewer, deployed via APIs and Ansible, then verified against pre-change state with automatic rollback on failure.
- GitHub Actions
- Ansible
- Python
- Cisco ACI / NX-OS
- Pre/post validation
> collect: show interface counters (leaf-101..104)
> deterministic check: CRC errors > threshold on eth1/12
> ai analysis: pattern matches optic degradation (0.91)
> recommendation: replace SFP, verify peer — awaiting approval
AI · Automation
AI-Assisted Network Operations
Software combining Python and API-driven configuration and validation with AI-assisted analysis and troubleshooting — AI where it helps, deterministic logic everywhere else.
- AI-assisted
- Fault analysis
- Human-in-the-loop
AI · Security
AI-Assisted Cybersecurity Assessment
A structured assessment platform that collects inputs, analyses security posture against recognised frameworks and generates clearer, evidence-backed assessment outputs.
- Security posture
- Frameworks
- Reporting
Tenants
128
Interviews
4,310
MRR
$48k
SaaS · Product engineering
Custom SaaS & Workflow Platforms
Multi-tenant SaaS products we have engineered and operate — including an AI-assisted recruitment platform with automated spoken interviews and accounting-ledger sync, and a technical learning platform with an AI tutor and subscription billing.
- Multi-tenant
- Stripe billing
- AI features
- Next.js · Spring Boot · PostgreSQL