Technical Conference Speaker — CanSecWest AI in Defense
- Presented "Open the Box, Not the Weights: A Two-Tier Disclosure Model for Auditable Edge Security Engines" (Oct 2026), detailing deterministic, integer-only kernel security architectures and regulatory compliance frameworks (EU CRA, OTCC-1:2022).
Peer-Reviewed Research & Academic Presentations
- Author of accepted papers at IEEE CNS (CPSSec 2026) and IEEE AIITA 2026 covering embedded security compliance, metacognitive AI auditing, and deterministic systems verification.
- Full publication record and Zenodo DOIs verified under ORCID: 0009-0002-6813-2416.
Technical Mentor & Community Educator (2025 – Present)
- Conducts 1-on-1 technical mentorship sessions on vulnerability research, low-level system auditing, and deterministic security methodologies.
- Maintains open-source educational and methodology repositories on GitHub (140+ public repositories, 630+ stars), translating complex systems engineering concepts into reproducible benchmarks and clear documentation.
Full Detailes | Github | Linkedin
