Portfolio
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.
Read the archive Publications CV About
Blog
Technical Archive and Platform Notes
- Legacy Hakyll Archive
Latest Post
The Software Testing Fallacy
30 Apr 2020
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Publications
Talks and papers
Formal writing, seminars, and technical notes will live here as the archive is normalized into publication records.
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- Slides and handouts
Slides
Presentation material
A future home for talks on platform engineering, MLOps, infrastructure, typed systems, and applied software architecture.
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- Related publications
CV
Professional profile
A concise senior engineering CV will be added after the archive cutover and consulting pages are in place.
- Open CV
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About
Background
Engineering notes from the intersection of cloud platforms, AI infrastructure, data systems, and rigorous software design.
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- Browse the archive

Case studies

Engineering retrospectives

Future case studies will be about engineering decisions: platform boundaries, migration constraints, operating models, delivery trade-offs, and what had to be made observable, reproducible, or safer before a system could be trusted.

No case studies are published yet. This page exists to keep the route demming-specific rather than inheriting a different site's project copy from the shared harness.