Major expertise
Platform Engineering Leadership
Full-lifecycle platform ownership across AWS, Terraform, CI/CD, observability, security and cost awareness, and the governance needed when teams depend on the platform.
AI Platform Engineering and MLOps
Agentic engineering workflows, evaluation gates, model and data lineage, deployment controls, and operational feedback loops.
SRE-grade production systems
Java, Rust, C++, Python, Go, and TypeScript where runtime behavior, interfaces, reliability, and maintainability matter more than framework fashion.
AI Platform Engineering
Technical Archive and Platform Notes
Latest Post
21 Jul 2026
Current focus
A governed path from legible intent and platform architecture to shared vocabulary, product ownership, and operational learning.
Get in touch
Reach me on LinkedIn with the scope, constraints, and kind of platform work you want to discuss.
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 platform leadership 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.
Technical category All categories · All posts
Agentic SDD reshapes established requirements, systems, design, testing, and delivery practice for model readers and bounded executors.