Alex Lim
Lead Field Application Engineer
Alex Lim is the Lead Field Application Engineer for LDRA in the US and APAC regions. He collaborates with top companies in automotive, aerospace, and other safety-critical sectors. Alex has driven ADAS innovations, supported RTOS and silicon vendors in meeting safety goals, and helped avionics suppliers comply with evolving standards. He also partners with APAC customers and distributors to advance LDRA solutions and global safety standards in emerging markets. A frequent speaker at events such as autonomous vehicle conferences and FACE, Alex’s background includes work on flight safety software and UAV autopilot simulations at the Space and Missiles System Center.
Presentation
Qualification of AI/ML systems and interfacing devices
The use of AI/ML is rapidly expanding across safety-critical sectors, including automotive. However, its non-deterministic nature challenges traditional functional safety frameworks like ISO 26262 and IEC 61508, which rely on traceability and predictable behavior. Emerging standards—such as ISO/IEC TR 29119-11, ISO/IEC DTS 25058, ISO PAS 8800, and ISO DTS 5083—aim to address these gaps. Until then, ensuring the reliability, safety, and security of AI-driven systems remains a complex task. This talk explores how the industry can balance the need for innovation with the demands of safety assurance in AI/ML-based automotive applications.
