Autonomy & Software Safety Consultant

Structural Risk Evaluation for Autonomy Systems under Certification Constraints.

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What I Do

From strategic planning to sustainable growth, our tailored solutions help businesses and individuals achieve clarity, security, and long-term success.

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Autonomy System Risk Evaluation

we evaluate architectures of ADAS systems

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SLAM Structural Robustness Reviews

Bridging engineering architecture with ISO 26262 and SOTIF requirements — before redesign becomes expensive.

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Certification Strategy & Gap Analysis

Identify certification blockers early and build an audit-ready path for ISO 26262 and SOTIF — without slowing product development.

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Perception Pipeline Validation Strategy

Define an audit-ready validation strategy for perception stacks — from metrics and datasets to scenario coverage and safety arguments.

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Technical Due Diligence (Autonomy & AI)

Independent technical due diligence for autonomy and AI — from architecture to safety, with clear, decision-ready findings.Strengthen trust with stakeholders through transparent technical due diligence

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Interim / Fractional Technical Leadership

Hands-on interim technical leadership to stabilize delivery, align teams, and accelerate execution — from due diligence to scale.

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About Me

I am an independent technical advisor for autonomy systems operating under real-world and certification constraints.

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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.

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