Design and deploy autonomous agent frameworks using RAG, multi-agent coordination, and custom evaluation harnesses to monitor model accuracy and drift. Productionize high-throughput AI integrations for threat intelligence, incident response, and zero-trust cybersecurity workflows. Engineer air-gapped and sovereign cloud AI deployments adhering to strict defense and security compliance frameworks (e.g., FedRAMP High). Optimize model execution, local caching, and containerized runtimes for restricted hardware and bare-metal environments. Embed with technical stakeholders to translate mission needs into modular AI solutions and mentor teams on system sustainment.
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