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About

Shiv Kumar is a Senior Software Solutions Architect and Senior Applied AI Engineer & Architect.

I'm Shiv Kumar. I work as a Senior Software Solutions Architect and a Senior Applied AI Engineer & Architect.

I write here about software design, programming with intent, acceptance testing, and working with language models. The writing andProgramming With Intent sections are good places to start.