Engineering
Building regulated software systems, workflow automation, and operational tooling.
Node:0
Node:0 — root identity
I build systems that turn chaos into clarity.
Software engineer. Systems thinker. Father.
Currently helping regulated financial platforms reduce operational complexity through software, automation, and systems design.
- ▮12+ years building software
- ▮Regulated fintech
- ▮AI systems
- ▮Operational tooling
- ▮Architecture & execution
What I do
/01Three areas, one job: reduce ambiguity and improve execution.
Operational clarity
Mapping messy processes, finding bottlenecks, and reducing execution risk.
Life infrastructure
Systems for family, money, planning, and long-term execution.
Selected work
/02Sanitised summaries of recent engagements. Problem, constraint, action, outcome — no confidential detail.
Compliance provider migration
Case 01Regulated crypto exchange
- Problem
- Legacy onboarding provider became a commercial and operational risk. A live migration was required with full auditability and zero customer impact.
- Constraint
- Regulated environment. Every decision auditable. No degradation of customer experience.
- Action
- Designed migration tooling, dry-run validation harness, and reconciliation reporting so each step could be verified before and after cut-over.
- Outcome
- Migration completed with traceability end-to-end and reduced operational risk going forward.
Operational investigation — recurring workflow failure
Case 02Fintech operations
- Problem
- A critical workflow kept breaking across teams and tools, with no single owner able to explain why.
- Constraint
- Multiple teams, multiple systems, partial documentation, no downtime tolerated during investigation.
- Action
- Mapped the real process from tickets, logs, and interviews. Isolated the failure modes to two hand-off points and produced a prioritised remediation plan.
- Outcome
- Leadership received a plain-English findings document and a sequenced fix list they acted on the same week.
AI platform enablement
Case 03Internal tooling
- Problem
- Team wanted to ship AI-assisted features but lacked the surrounding infrastructure to do it safely or repeatably.
- Constraint
- Production data sensitivity, cost ceilings, and a small team that could not absorb a long platform build.
- Action
- Built a pragmatic enablement layer: prompt versioning, evaluation harness, and guardrails wired into existing CI and observability.
- Outcome
- Team shipped AI features into production with predictable cost, traceable behaviour, and a path to iterate.
When teams hire me
/03Independent. Fixed price. Time-boxed. One operator, one written deliverable, no slide decks. For founders, COOs, and operations leaders who need clarity before the next decision.
Your process exists in five tools and three people's heads. You need one honest map.
Systems Clarity Review1–2 weeks · fixed price · written deliverableA workflow keeps breaking and nobody can point to where. You need an investigation, not a workshop.
Operational Investigation Sprint2–4 weeks · fixed price · findings document with prioritised actionsYou're about to scale, restructure, or replatform and need to know what actually happens today.
Pre-change Systems Brief1–2 weeks · fixed price · plain-English brief for the leadership team
Operating principles
/04- 01
Clarity beats complexity.
- 02
Consistency beats intensity.
- 03
Evidence beats story.
- 04
Systems beat heroics.
- 05
Boring compounds. Hype evaporates.
Current branch
/05RORA+DAD
A small field guide born from learning to follow my daughter's curiosity instead of trying to manufacture entertainment.
Playground
/06Silicone Life
Create stunning visuals that move with your music. Immersive experiences, shared moments, GPU heavy.
Writing
/07I write about software, systems thinking, AI, parenting, money, discipline, and the strange comedy of trying to become useful before life sends another invoice.