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Technological Leadership & Due Diligende
Autonomy & Software Safety Consultant
Structural Risk Evaluation for Autonomy Systems under Certification Constraints.
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About Me
I am an independent technical advisor for autonomy systems operating under real-world and certification constraints.
With more than 15 years of experience in safety-critical software and autonomy programs, I evaluate structural risks in localization, SLAM, and multi-sensor fusion systems. My work focuses on robustness under real-world constraints, certification feasibility (ISO 26262 / ISO 21448), and the architectural limits of modern autonomy stacks.
At the core of my work is engineering rigor: explicit assumptions, traceable decisions, and clearly defined failure boundaries. Autonomy systems do not fail because of missing features — they fail because of unexamined structural constraints.
Structural Depth
Deep technical understanding of localization, SLAM, sensor fusion, and safety-critical system architecture.
Engineering Rigor
Explicit assumptions, traceable decisions, and certification-aware system design under ISO 26262 and SOTIF constraints.
Independent Oversight
Objective technical evaluation of autonomy stacks, identifying structural risks before they become operational or financial liabilities.
