Major expertise
Senior platform engineering
AWS foundations, Terraform modules, Kubernetes platforms, CI/CD, observability, and the governance needed when teams depend on the platform.
AI platforms and MLOps
Training and inference paths, data and model lineage, evaluation gates, deployment controls, and operational feedback loops.
Polyglot production systems
Java, Rust, C++, Python, and Go where runtime behavior, interfaces, correctness, and maintainability matter more than framework fashion.
Technical Archive and Platform Notes
Latest Post
30 Apr 2020
Talks and papers
Formal writing, seminars, and technical notes will live here as the archive is normalized into publication records.
Presentation material
A future home for talks on platform engineering, MLOps, infrastructure, typed systems, and applied software architecture.
Professional profile
A concise senior engineering CV will be added after the archive cutover and consulting pages are in place.
Background
Engineering notes from the intersection of cloud platforms, AI infrastructure, data systems, and rigorous software design.
This page is intentionally blank for the initial demming.dev cutover.