AICIR
Policy-safe AI for real-time cloud attack detection, calibrated confidence scoring, and governed autonomous containment.
Cloud SecurityAutonomous ResponseSafety Guardrails
Cloud Architect · Independent Researcher
Cloud architecture and trustworthy systems research.
I design enterprise cloud platforms and research practical systems for AI governance, autonomous security, cyber resilience, and sustainable computing.
Enterprise CloudArchitecture at global scale
Security EngineeringGovernance, identity and resilience
Applied AI ResearchTrustworthy autonomous systems
Open EvidenceReproducible prototypes and benchmarks
Selected research
Research built around consequential, real-world problems.
My work connects formal governance models with deployable prototypes, measurable experiments, and enterprise operating constraints.
AGENT-ZeroTrust
Trajectory-aware continuous authorization for autonomous AI agents operating under delegated enterprise permissions.
Zero TrustAI AgentsAuthorization
GAIA-DC
Green AI data centers through causal workload shaping, thermal-aware scheduling, and accountable efficiency decisions.
Green AIData CentersCausal Systems
EVICTR & EVICTR-Bench
Evidence-driven cyber recovery research focused on trustworthy restoration, containment, and enterprise-grade validation.
RecoveryBenchmarkingEvidence
GENOME-SHIELD
Governed federated learning for multi-institution single-cell data with attack-aware validation and privacy safeguards.
Federated LearningGenomicsGovernance
CAIROps
Causal AI-driven change operations designed to prevent cloud failures before high-risk changes reach production.
AIOpsCausal AIReliability
About
Research informed by production reality.
I am a cloud architect and independent researcher with more than 15 years of experience across enterprise infrastructure, cloud security, platform engineering, and large-scale automation.
My research concentrates on systems that can be evaluated, reproduced, and responsibly deployed: secure autonomous agents, real-time cloud defense, causal operations, cyber recovery, sustainable computing, and governed biomedical AI.
AWS multi-account architecture
Cloud security governance
AI agent authorization
Infrastructure as code
Cyber resilience
Experimental prototypes
Research notes
Publications, prototypes, and technical perspectives.
New Blogger posts appear below. Use them for paper summaries, experimental results, prototype releases, and research commentary.
Posts
Connect
Research, collaboration, and technical exchange.
For research discussion, peer-review opportunities, speaking, and professional collaboration, contact me directly.