Cyber Resilience · AI Governance
Protection that goes deeper than the audit.
I took neural networks apart in 2001 to understand how they learn. Today I take AI apart to understand what it did and why - and what it takes to deploy it so that it holds up under inspection.
Get in touch
In-house at a global pharmaceutical company until 2027; talks and limited advisory now · Prague
What I do
Review of an AI system before deployment: facts in, requirements out, every step traceable. Shown live in thirty minutes on a system of your choosing.
NIS2, EU AI Act and CRA adoption connected to what an organisation already runs: ISO 27001, risk management, secure architecture, supply chain security.
Talks and training for leadership and specialist teams. No gold-plating, no oversized engagements.
“Nobody has AI under control. The work is not to chase reliability but to manage unreliability. The way we already do with people: checks, second readings, recertification.”
Work
2001 → 2026
VisualNnet - master's thesis on how self-organizing networks learn, rebuilt for the browser with verification notes. The 2001 look was kept on purpose.
2021 → 2023
E-health platform and a digital production line for blood-sampling kits - built and run in production for a regulated laboratory group; kits notified with SÚKL.
2020 → 2024
ISMS certified to ISO/IEC 27001 with 27701 - designed, run and certified (DNV, UKAS) for my own consulting firm.
2025 · 2026
Kyberprostor na hraně zákona - cybersecurity conference for students, initiated and co-organised; 2026 hosted by FEL CTU.
Talks 2026
CZECRIN Brno · Czech Electrotechnical Association, Mikulov · AMPER Brno - on AI and clinical data, a CEO blackmailed by AI, and ransomware negotiations.
At a glance
Experience
In IT since 1997, neural networks since 2001, security since 2002
Hands on
Built PKI and SOCs, broke into systems and investigated breaches; later a private cloud, a laboratory information system and a production line
Domain
Regulated & high-stakes - pharma and healthcare, banking, insurance, manufacturing, public sector
Credentials
CISSP · CRISC · CEH · ISMS Lead Auditor course (DNV)