I work at the intersection of operations, workforce, data, and decision-making, supporting organizations facing transformation in high-stakes environments.
My work focuses on situations where scale, complexity, and organizational dynamics make decisions difficult, sensitive, and often irreversible. I operate where clarity is required before action.
Redesigning operating models where existing structures no longer support execution, cost control, or accountability.
Navigating workforce decisions involving scale, cost pressure, geographic distribution, and long-term impact.
Supporting leadership teams in building decision frameworks that go beyond reporting and address risk, trade-offs, and incentives.
Applying AI to strengthen governance, visibility, and execution—without creating additional fragility or false confidence.
Situations where financial exposure, organizational politics, or timing constraints require discretion and precision.
Technology amplifies structure. If the structure is wrong, outcomes get worse.
Decisions fail when indicators are mistaken for understanding.
Ignoring power dynamics guarantees implementation failure.
Moving fast without alignment increases cost, not progress.
Delegating judgment to tools creates hidden risk.
I have spent over two decades working in global technology organizations, operating across operations, workforce planning, governance, and large-scale transformation programs.
My experience spans technical, operational, and executive-facing roles, supporting leadership teams in complex, multi-country environments.
If you believe there may be a meaningful overlap, feel free to reach out.
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