Own the strategy and lifecycle of machine learning models powering maritime domain awareness products. Translate customer and operational needs into model roadmaps, requirements, metrics, evaluation standards, and release criteria. Collaborate with ML engineers on experimentation, error analysis, and deployment decisions. Lead cross-functional execution from ideation through launch, establish feedback loops for monitoring and retraining, and communicate technical tradeoffs to executives, customers, and partners.

Own application security across cloud services, APIs, data pipelines, and edge-deployed applications. Lead threat modeling, secure design reviews, code reviews, vulnerability assessments, and remediation. Build CI/CD security tooling, automation, and secure-by-default developer frameworks while maturing the SDLC, supply-chain security, vulnerability disclosure, and bug bounty processes. Partner with engineering and security operations, provide incident expertise, and deliver developer security training.