Support design, development, and validation of SaMD systems in accordance with FDA, Health Canada, and ISO standards. Collaborate with ML scientists, software developers, clinical experts, and regulatory teams. Assist in defining, documenting, and maintaining scalable, secure, and compliant system architectures. Define and document system requirements, functional specifications, and validation procedures. Conduct system-level risk assessments and manage risk mitigation activities. Contribute to the planning and execution of verification and validation (V&V) testing. Provide technical documentation for regulatory submissions and audits. Assist with sustaining engineering, change control, and performance monitoring.