I build clarity where complexity has outgrown the system.

My background has centered on complex planning environments where definitions, constraints, and ownership have to stay coherent across many stakeholders. Over time, that led me to a broader belief: most organizations don’t struggle because they lack effort. They struggle because complexity outgrows the clarity of their system.

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Years at Amazon
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Years in systems
$0B+
Decisions influenced
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Named frameworks
Background
BMPhoto coming soon

Manager, Capacity Planning

Amazon · NACP&E

Network-level strategy across North America’s Nonsortable, 1DC, AWD, and ABDN networks. Capacity optimization, governance design, and executive roadmaps spanning multiple fulfillment architectures.

The job taught me that planning collapses when the underlying truths aren’t governed — and that the mechanism is as important as the strategy.

What I Believe

Configuration before optimization

Most organizations try to optimize outputs before stabilizing definitions, settings, and ownership. Optimization is fragile when the underlying structure is wrong.

Truth before scale

Scale amplifies hidden inconsistencies. An organization cannot scale a system it does not define consistently. Metric inconsistency destroys decision quality.

Mechanisms are culture infrastructure

Mechanisms are not bureaucracy. They are how serious teams make quality repeatable. Healthy teams are designed, not wished into existence.

Legibility over reduction

Complex systems don't become manageable through simplification alone. They become manageable through legibility. Preserve nuance, make it actionable.

Brownfield before greenfield

In uncertain systems, prefer flexible moves that buy learning, unless a deeper structural constraint makes the bigger bet the cleaner answer.

Positioning

What I am

  • ■An operator who extracts portable frameworks from real systems
  • ■A systems advisor, not a slide-maker
  • ■A mechanism designer
  • ■A builder of planning truth
  • ■A translator between complexity and action

What I’m not

  • □A generic freelancer selling hours
  • □A vague business coach with no method
  • □Just an analyst who hands off a deck
  • □A McKinsey clone at a fraction of the price
Capacity Planning • Operating Models • Mechanism Design • AI Leverage • Strategy Architecture • Executive Translation • Governance Design • Capacity Planning • Operating Models • Mechanism Design • AI Leverage • Strategy Architecture • Executive Translation • Governance Design •

I create clarity in complex systems so organizations can grow with intention, not chaos.