Large-scale standards enablement across a multi-stakeholder automotive software organization.

• Assessed ASPICE maturity gaps and defined a pragmatic compliance strategy ? embedding standards into existing workflows rather than creating parallel structures
• Translated ASPICE and ISO 9001 into role-specific modules for engineers, testers, and managers
• Supported teams through live assessments as neutral interface between assessors, delivery teams, and management
• Established ISO 9001 as the integrating backbone across ASPICE, ISO 26262, and ISO 21434 ? replacing siloed compliance with a coherent quality system
• Built lasting assessment readiness as organizational capability, not one-time preparation 

Outcome: Measurably increased ASPICE literacy and audit readiness across stakeholder groups. Quality activities became consistent, auditable, and team-owned.

End-to-end software quality transformation across a multi-domain embedded software environment at BMW Group.

• Reduced 300,000+ MISRA findings in production code to zero within two years ? through a developer-accepted workflow, not a compliance mandate
• Stabilized and operationalized Klocwork for large-scale static analysis; eliminated false positives through pattern-based filtering
• Built scalable flash test benches integrated into CI/CD pipelines, increasing throughput without proportional cost increase
• Improved HIL setups to reflect real vehicle load conditions, increasing diagnostic value of integration test results
• Established sustainable ownership models ? processes teams ran themselves after handover 

Outcome: Consistently deliverable software quality within months. A code quality process developers accepted and maintained at scale.

Test strategy and infrastructure build-up during BMW's transition from supplier-driven to in-house software development.

• Designed and built a low-cost automated hardware test bench with automated power and clamp control ? enabling parallel flash testing at minimal cost
• Engineered automated interface testing consuming software and build artifacts directly, eliminating manual HSI test design
• Aligned test strategy across multiple ECUs and release cycles; established reusable test patterns for future platforms
• Coached junior engineers and students in applied software quality practices

Freelance test management engagement embedded within BMW's electric powertrain program ? integration and acceptance testing of ASIL-B ECUs in a multi-supplier environment (BMW, Bosch, Delphi).

• Owned test strategy, quality gates, and release criteria across multiple ECUs in a complex cross-organizational setup
• Established an automated interface testing framework covering vehicle bus communication and internal software signals
• Acted as primary interface between BMW internal teams, contracted test teams, and cross-disciplinary stakeholders
• Ensured ISO 26262 compliance across the test lifecycle through active governance, not passive documentation
• Stabilized cross-organizational alignment across a supplier landscape with significant coordination complexity

Outcome: Successful SOP delivery with smooth maintenance transition. A supplier-spanning test framework that remained in use after handover.