Sharing frameworks, playbooks, and insights for the modern data estate.
I share open-source architecture models, research, and practical advice on breaking vendor lock-in and deploying air-gapped AI. This is a space dedicated to institutional intelligence, financial leadership, and building systems that you actually own.
Sovereign Architecture
Discussions and blueprints for true data sovereignty. Exploring how to move away from expensive SaaS environments and build programmable digital vaults utilizing React, FastAPI, PostgreSQL, and Neo4j.
GitOps Governance
Frameworks for managing data policies with the rigor of elite software teams. Learn how to implement version control, audit trails, and automated triage to replace legacy catalogs.
Air-Gapped AI Research
Exploring zero-cloud dependency infrastructure. I share insights on running containerized Docker deployments and self-hosted large language models to ensure zero data leakage.
Data Fluency & Education
Bridging the gap between technical execution and business strategy. I regularly offer free guest lectures, executive workshops, and architectural advice to institutional leaders.
Graph-Native Data Intelligence
Modern institutional intelligence isn't tabular; it's relational. Interact with the architectural node map below to visualize how core metadata acts as the connective tissue between disparate university systems.
The Financial SaaS Trap
Enterprise data catalogs rely on punishing recurring models. Use the slider below to project the 5-year exponential compounding cost of cloud licensing against the flat-rate sustainability of self-hosted, sovereign architecture.
The SaaS Tax (5-Year Delta)
Opportunity Cost: $0
This represents the compounding capital drain diverted away from institutional engineering and directly into vendor lock-in.
Let's Talk Data
I believe in the power of open-source knowledge sharing. I do not sell shrink-wrapped software or push consulting retainers here. If you are navigating complex data governance issues, looking to optimize your enterprise architecture, or just want to bounce ideas off someone who builds these systems daily, I am always happy to chat.