• Scale and manage safety framework methods by defining requirements for automated assessment workflows and partnering with the autonomy and algorithms teams to implement and debug the evaluation infrastructure. • Develop and monitor quantitative metrics to evaluate system performance against established safety targets. • Optimize test coverage within Waabi’s high-fidelity simulator to validate driving behaviors across safety-critical scenarios. • Define and iterate on human performance benchmarks to support robust comparative safety assessments. • Identify safety gaps and ensure traceability between requirements, validation artifacts, and safety case claims. • Maintain structured documentation of safety artifacts and readiness decisions to ensure rigorous transparency and traceability. • Mentor peers to foster technical excellence and drive constructive cross-functional collaboration.