Own the whole path
From product constraints to services, delivery, and operation.
Software that stays easy to change.
I work across architecture, delivery, and tooling so software stays understandable and teams can keep moving.
From product constraints to services, delivery, and operation.
Clear boundaries and explicit tradeoffs before new machinery.
Checks and delivery feedback built into the pipeline.
Automation and tooling that keep paying off.
AI assisted engineering
I use AI from exploration through review. I keep ownership of architecture, technical decisions, and production quality.