Shadow-mode XDP/eBPF traffic collector that records what would have been blocked — without blocking anything. The rehearsal layer for earned autonomy.

AETHER is an autonomous, AI-driven cyber defense system that shifts security from passive detection to active deception. It encodes attacker behavior as digital DNA and uses reinforcement learning to dynamically engage, mislead, and analyze advanced threats in real time. https://aetherconcept02.vercel.app

Autonomous Blue Team agent. Using Deep Reinforcement Learning for sequential intrusion detection and active incident response in simulated enterprise networks (CybORG / CAGE). Moving beyond static classification, this agent learns an interactive, explainable policy to continuously mitigate cyber threats.

GRAVITAS - Inference-Based Reconnaissance & Predictive Intelligence Platform