Omega Walls — a deterministic runtime security layer for RAG and AI agents that detects prompt injection, tool abuse, and data exfiltration via cumulative risk modeling.

User-space Linux prototype exploring behavioral filesystem monitoring, containment, and recovery semantics.

Protect applications by managing untrusted content with a stateful runtime that enforces risk states and controls actions in RAG and agent systems.

Detection engineering lab using Python, SQL, and YAML to identify malicious behavior through log analysis and detection-as-code workflows.

Hardware-gated ransomware protection: TPM-anchored access, device fingerprinting, kernel-level monitoring, and behavioral detection. Windows-ready

Behavioral threat detection engine for Windows Sysmon logs — MITRE ATT&CK-mapped rules, correlated incident scoring, analyst triage CLI, and HTML reporting.