Hardware Security Consultant (Remote) / Hardware Security Validation Framework work (security validation supporting AI training/evaluation context)
TextConducted remote security auditing and validation work that included assessing model robustness and effectiveness of security mechanisms in firmware-related contexts. Led threat surface decomposition for complex RTOS-based communication stacks to inform security evaluation outcomes. Although not explicitly framed as data labeling, the role involved structured technical evaluation activities aligned with security-focused AI training preparation.•Security auditing of proprietary firmware relevant to downstream model evaluation•Threat surface decomposition for undocumented RTOS-based communication stacks•Validation of cryptographic countermeasures via controlled fault/glitch testing•Informing security robustness assessments for technical reasoning systems