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Aaron House's avatar
Aaron House
Mechanicsville, USA
Enterprise AI Security Architect | Detection Engineering
Enterprise AI Security Architect | Detection Engineering
Cover image for Designed a cross-platform operational trust
Designed a cross-platform operational trust model focusing on secure file handling and payload isolation to prevent lateral movement within sensitive enterprise environments. Established a comprehensive zero-trust perimeter around automated tasks, safeguarding critical infrastructure from unauthorized execution or configuration drift. Enterprise Stack Deployed: HashiCorp Vault, Microsoft Entra ID, Cloudflare Zero Trust.
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Cover image for Executed deep-stack dependency audits for
Executed deep-stack dependency audits for a complex digital productivity ecosystem, ensuring 99.9% operational uptime by isolating and hardening critical integration points. Validated system paths and implemented strict identity-based access controls to maintain absolute operational continuity under high computational loads. Enterprise Stack Deployed: HashiCorp Vault, Splunk, Microsoft Entra ID.
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Cover image for Developed a behavioral analysis system
Developed a behavioral analysis system mapping raw telemetry directly to MITRE ATT&CK frameworks to provide high-fidelity security signals. By isolating suspicious activities and anomalous behaviors, this architecture drastically reduces false positives and provides security teams with actionable, verified intelligence for immediate threat mitigation. Enterprise Stack Deployed: Microsoft Sentinel, CrowdStrike Falcon, Elastic Security.
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Cover image for Engineered a dual-engine pipeline to
Engineered a dual-engine pipeline to ensure output consistency across frontier models, eliminating "model drift" in automated production environments. Designed rigorous validation gates to verify that all AI responses adhere strictly to enterprise guardrails and compliance parameters prior to deployment. Enterprise Stack Deployed: Snorkel AI, Promptfoo, LangSmith.
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