Advisory support for leaders and teams building products where failures carry significant operational or safety cost.
Independent assessment of system design choices, interface definitions, and architectural risks. I examine how hardware, firmware, and system-level decisions interact — identifying structural weaknesses, ambiguous interfaces, and untested assumptions before they become field failures.
Systematic evaluation of failure modes, fault propagation paths, and risk mitigation strategies. I help teams understand where their systems are most vulnerable and what engineering practices will have the highest impact on long-term reliability.
Evaluation of embedded product architecture for investors, acquirers, or engineering leadership. I assess architectural maturity, technical debt, verification coverage, and the team's ability to scale the system to production without accumulating hidden risk.
Focused support for teams dealing with persistent reliability issues, intermittent failures, or systems that work in the lab but fail in the field. I bring structured debugging methodology, root-cause analysis discipline, and architecture-level corrective actions.
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