Get in touch
Let's discuss a difficult system decision.
I'm open to thoughtful conversations about software architecture, AI-enabled operational systems, and technical partnerships — including the ones where the honest answer turns out to be "build less."
Conversations worth having
Software architecture
Structure, boundaries, data modelling and the tradeoffs behind them.
AI-enabled operational systems
Where a model earns its place in a workflow, and where it must be reviewed.
Technical partnerships
Long-horizon collaboration between teams that have to trust each other's judgment.
Business-to-technology translation
Turning operational reality into requirements an engineering team can build against.
Difficult system-design decisions
The ones with no clean answer, where the cost of being wrong is real.
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