Selected projects.
Technical implementation of Opaque Clarity security. From bare-metal infrastructure to autonomous agents.
Project GhostNode
A segmented, home-lab infrastructure simulating enterprise attack surfaces to test failure-aware architectures. Focus on logging strategy, network segmentation, and local AI integration.
WeanTech Swarm
A distributed, edge-based multi-agent research system exploring adaptive cyber operations under concept drift and adversarial conditions. Agents use online learning and limited peer communication to characterize evolving network behavior and support both defensive monitoring and controlled red-team emulation, without reliance on continuous centralized analysis. Autonomy is safety-bounded and auditable.
Deep Learning & Classification
Applied computer vision projects (CIFAR-10) and phishing detection models ("Personal Security Guardian"). Moving beyond theory to practical model training and deployment.
Opaque Clarity Security
The WeanTech doctrine. Designing systems that are opaque to adversaries (high friction) but transparent to defenders (high observability).
Technical Writing
Converting complex system constraints into usable documentation. Fiction writing (post-apocalyptic) informs my scenario planning and "red team" creativity.