Get in Touch

Let's talk about semantic intent

Whether you're applying the pattern, exploring collaboration, or just want to discuss AI-assisted development methodology.

General Inquiries

michael@semanticintent.dev

Code & Implementation

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Academic Collaboration

ORCID: 0009-0006-2011-3258

Professional

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What I can help with

I'm available for conversations about applying Semantic Intent patterns in production codebases, academic collaboration on AI-assisted development research, conference talks and workshops on intent preservation, and technical advisory on semantic governance architecture.

Looking for legacy modernization?

Project Phoenix at semanticintent.ai handles full-scale AI-native system transformation — from assessment through delivery.

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Project PhoenixAI-Native Legacy Modernization → semanticintent.ai