Mourad Touih

Building resilient health-continuity infrastructure for critical and degraded environments. The system combines edge-first architecture, emergency protocols, resilient communication, and privacy-preserving coordination to help critical information reach the right actor when conventional connectivity or infrastructure fails. Core focus: • Emergency health continuity • Edge & offline-first systems • Resilient communication protocols • Privacy-preserving coordination • Critical infrastructure • AI-assisted decision support • Aviation & travel health resilience The architecture is designed around a simple principle: When infrastructure fails, critical assistance must not. Developed as an independent innovation initiative, with selected technologies and protocols maintained as proprietary strategic assets.

Designing a foundational trust protocol for knowledge transfer without requiring direct access to underlying data. The architecture enables institutions and distributed environments to exchange verified knowledge, insights, and experience while preserving local data sovereignty. Core focus: • Privacy-preserving knowledge transfer • Federated trust architecture • Data minimization • Mathematical protocols • Digital sovereignty • Secure, decentralized institutional coordination The objective is simple: enable systems to learn from one another without requiring them to expose or centralize their underlying data. Selected mathematical mechanisms remain proprietary and under independent development.