SOVEREIGN
AI INFRASTRUCTURE
Building secure · zero-trust · privacy-first AI architectures
Independent research into sovereign AI deployment models, open security architectures, and compliance-ready enterprise blueprints — built outside the influence of Big Tech roadmaps.
ARCHITECT
PROFILE
"name": "Ciprian Stefan Plesca",
"base": "IAȘI, Romania",
"focus": "Sovereign AI Infrastructure",
"domains": ["AI Security", "Zero Trust"],
"flagship": "Sentinel Prime",
"mission": "Secure AI, sovereign data",
"status": "OPEN_TO_SPONSORS"
}
WHY
SPONSOR THIS WORK
Independent AI infrastructure research exists outside VC priorities and Big Tech roadmaps. Your sponsorship keeps it that way — and funds work that enterprises actually need.
Development of deployment models that give organizations full ownership of their AI stack — no vendor lock-in, no telemetry, no third-party data exposure.
Publicly documented, auditable security frameworks for AI systems. Because security through obscurity is not security.
Blueprints for AI pipelines with no implicit trust at any layer — identity-aware access controls, micro-segmentation, and continuous verification.
Production-grade enterprise templates mapped to SOC 2, ISO 27001, and GDPR. Skip the months of consultant fees with ready-to-adapt frameworks.
Unbiased threat modeling, red-teaming documentation, and LLM attack surface analysis — research that product companies won't fund because it doesn't ship features.
SPONSOR
BENEFITS
Every sponsorship tier unlocks exclusive access to research outputs weeks before public release.
AI INFRASTRUCTURE
ARCHITECTURE
Every component in the stack is designed for auditability, minimal blast radius, and zero implicit trust between services.
ACTIVE
PROJECTS
Most AI deployments are built on borrowed infrastructure, borrowed trust, and borrowed time.
When the cloud provider changes its terms, or the model vendor deprecates an API,
the enterprise is exposed. I believe AI systems should be sovereign, auditable, and genuinely secure —
owned from the compute layer up, not rented from a hyperscaler.
Your sponsorship funds the open research, the blueprints, and the security frameworks
that make sovereign AI infrastructure real — not a slide deck.
HOW
SPONSORSHIP WORKS
INVEST IN
SOVEREIGN AI
- Sponsor badge on your GitHub profile
- Name or logo featured in project README
- Access to private sponsorware repositories
- Company logo on project website
- Priority bug reports and feature requests
- All Tier 02 benefits
- 1-hour consulting session per month
- All previous tier benefits
- Direct technical partnership
- Access via Slack / Discord / Teams for architectural consulting
- All previous tier benefits
ONE-TIME SUPPORT
& CONSULTING
Need something specific? One-time contributions unlock targeted support — from code review sessions to full enterprise architecture engagements.
SUPPORT
SOVEREIGN AI
If this work is valuable to you or your organization, consider becoming a GitHub Sponsor and help accelerate the development of secure, privacy-first AI systems.