∀ data ∈ 𝔻 : data.knows(self) ∧ data.defends(self)

I build things
that defend
themselves.

Founder of saf.ai and Trustifier. Enterprise architect. 30+ years delivering mission-critical systems for DND, DoD, and NATO. Holder of US Patent 12,045,224.

About

My career spans kernel-level Unix security in the 1990s, $100M+ DoD/DND program delivery in SCIF environments, and now AI-native ransomware protection through Cybernetic Engrams® — data blocks that transform into neural network weights capable of self-verification and self-repair.

I operate at both ends of the stack: CISO-level executive who has advised DoD PEO STRI and earned a CWID 2009 Blue Ribbon, and hands-on engineer who has written production Rust, built custom Linux distributions, and designed a stealth CPU for the US Navy.

I studied number theory under Dr. Bassam Nassrallah at the University of Ottawa — mock-theta functions, q-hypergeometric series. That training in rigorous abstraction still shapes how I think about systems.

Architecture

  • TOGAF
  • SABSA
  • NIST 800-53
  • DND EA
  • Zero-trust

Languages

  • Rust
  • Python
  • C/C++
  • TypeScript
  • Java

Clearance

  • Secret CA
  • Secret US
  • NATO
  • eligible · re-sponsorship

saf.ai, Inc.

Resiliate · 2018 – present

Data that knows
itself. Defends itself.

Built on US Patent 12,045,224 (Cybernetic Engrams®), Resiliate transforms each data block into a neural network that can self-verify, self-heal, and roll back under ransomware attack in under 100 milliseconds. Not detection. Prevention at the data layer.

Policy enforcement
<100ms
Ransomware rollback
<0.1s
HTTP req/hr · F5 Networks
~1B

Security orchestration layers

  • SoDAC
  • SoDynTBAC
  • SoNFSv4ACL
  • SoBibaMIC
  • SoBLPMAC
Visit safai-labs.github.io

Work


  1. present

    CEO & CTO

    Trustifier Inc.

    Cybersecurity consultancy serving 100+ enterprise clients across government, healthcare, and financial sectors. Built KSE, RYU, CloudFort, and Luminate. CWID 2009 Blue Ribbon. SINET 2010 Innovator Award.

  2. Senior Program Manager & Architect

    DoD / DND Programs

    Led $100M+ programs in SCIF environments. DND Enterprise Architecture modernization. DoD PEO STRI advisory. Chief Designer, MKS Technologies / US Navy experimental stealth CPU with hardware-level OTP encryption.

  3. Founder & Principal Engineer

    Googgun Technologies

    Solved the Harry Potter Order of the Phoenix data leakage problem IBM couldn't fix in 2.5 years — remotely, in 5 days. Cross-platform Oracle sync for NRC. MaxTran DSL for continental GPS infrastructure. SnapLinux.

  4. Founder & CTO

    Remedium Security Systems

    Founded cybersecurity startup; built Exorcist — the first kernel-level Unix/Linux daemon monitoring and self-correction system.

Patents & Recognition

US 12,045,224 · Issued 2024 · Also pending: CA 3,127,068 · EP 3915060

Methods For Self-Aware, Self-Healing, And Self-Defending Data

Cybernetic Engrams® — a novel class of data structures that encode themselves as neural network weights, enabling active self-verification, self-healing under corruption, and self-defense against ransomware and tampering attacks.

CWID Blue Ribbon Winner

Coalition Warrior Interoperability Demonstration — DoD Red Team's first-ever failed breach attempt in a cross-domain scenario.

SINET Innovator Award

Presented at the National Press Club, Washington DC, alongside Invincea and FireEye.

Writing

  1. Trustifier: user expectation — trials and tribulations of UI design
  2. On AI-native security architectures

Contact

Location
Ottawa, ON, Canada