Cloud and platform engineering
AWS account and network foundations, Terraform module boundaries, Kubernetes operating models, CI/CD, observability, reliability practices, and platform governance.
Portfolio
Senior platform, AI, and infrastructure engineering
This page is the placeholder for current professional work, not a notebook or reporting portfolio. The demming.dev scope is AWS, AI platform engineering, MLOps, Terraform, Kubernetes, data engineering, and production software across Java, Rust, C++, Python, and Go.
I will keep this section deliberately selective. When projects are added, they should show architecture boundaries, operational trade-offs, delivery constraints, and what had to be made observable or safe before the system could be relied on.
AI platforms and MLOps
Data and model lineage, evaluation gates, training and inference paths, release controls, model-serving runtime concerns, and feedback loops between production and experimentation.
Data engineering and production software
Data contracts, batch and streaming interfaces, database boundaries, service integration, and implementation work in Java, Rust, C++, Python, and Go.
What comes next
The initial demming.dev cutover restored the archive first. The next public surfaces are a careful CV, selected consulting pages, and project notes that match the senior platform scope rather than inherited project categories from the shared harness.
-
CV
A concise senior engineering CV will be added once the professional profile is ready.
-
Technical archive
The historical blog corpus is already restored and will be separated from new platform-engineering writing over time.
-
Publications and seminars
Legacy seminars will be normalized as publication records rather than treated as blog posts.