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Engineering Practice 23 Apr 2026

Five Levels and Observable Evidence

Novice to Architect - the five-level ladder both of my frameworks share, why every cell of it demands evidence you can point at rather than a feeling about ability, and the Level 0 my own summary tables invented by mistake.

Which CV would you like?

Pick the one closest to the role. Each is two pages and carries the same facts.

Applied AI

Agentic AI & Cloud Engineer · multi-agent systems, RAG and MCP on AWS

Cloud & .NET

C#, .NET 10 and ASP.NET Core microservices on AWS and Azure · Terraform & AWS CDK

Data Engineering

AWS lakehouse · Kinesis, Glue (PySpark), Apache Iceberg, Lake Formation

Everything

All three domains, with the standout project from each