Domain discovery
Turned undocumented operating knowledge into explicit objects, states, rules, permissions, and ownership.
A phased transformation that aligned a production data model, user experience, and operating workflow without stopping the business.
Technical lead across discovery, domain modelling, migration design, implementation sequencing, and handover.
01
Real operations required allocations and approvals. Existing schema could not represent reality. Systems did not match actual workflows, schema changes were risky, and stakeholders conflicted.
02
Designed the future schema. Designed migration steps. Shipped in phases so operations continued uninterrupted. Aligned UI, schema, and user workflow throughout the transition.
03
The system matched reality and changes became safer. Operations became more consistent, with a clearer foundation for continued product development.
Technical lead across discovery, domain modelling, migration design, implementation sequencing, and handover. These are the systems and foundations I directly shaped, built, repaired, or brought into a dependable delivery model.
Turned undocumented operating knowledge into explicit objects, states, rules, permissions, and ownership.
Designed the target data model and application boundaries around the real workflow rather than the legacy implementation.
Sequenced schema, application, and workflow changes so live operations could continue throughout the transition.
Documented the system and decision model so the internal team could safely extend it after delivery.
Domain-led architecture
Explicit state transitions
Backward-compatible migration
Permission-aware workflows
Operational observability
Team documentation and handover
I will tell you what is actually broken, what I would build, and whether I am the right person to do it.
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