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Guilherme Gonçalves Machado
Guilherme Gonçalves Machado

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Gurudev®: Explorations Toward a New Semantic Language and Interoperability Engine

Greetings.

My name is Guilherme Machado, and I’m an independent researcher currently engaged in the early research and prototyping phase of a new programming language and symbolic framework named Gurudev®.

This project arises from a deep, long-standing interest in language structures, symbolic logic, and cross-system interoperability. It is rooted in one core question:

What would it look like to create a programming language that treats meaning — not just syntax — as a first-class citizen?


🔬 What Is Gurudev® (in its current stage)?

At this point, Gurudev® is a research initiative in computational semantics and comparative programming. While still in ideation and prototyping, it aims to explore:

  • A new high-level language inspired by natural language structures and symbolic computation.
  • A semantic engine designed to enable native interoperability between programming languages, based on parametric pattern recognition and mapping.
  • An algorithmic core (working name: IPII – Iterative Parametric Interaction for Interoperability) that performs context-aware transpilation based on big data from language grammars.

This is a P&D (research and development) effort with long-term goals of prototyping a VM, semantic libraries, and eventually an IDE and full platform — but none of that is productized yet.


🧠 Why Share Now?

Because I believe in open ideation.

I’m documenting the process, writing whitepapers, and building the first algorithms — and I want to connect with researchers, language designers, and semantic web enthusiasts who may want to collaborate, review, or critique the theoretical foundations.


🛠️ What’s Next?

In the next months, I’ll be focusing on:

  • Formalizing the IPII algorithm
  • Creating benchmark comparisons with existing transpilers
  • Exploring data structures for panlinguistic token mapping
  • Writing theoretical papers on symbolic interoperability

If you’re interested in semantic computing, comparative programming, or building tools for the future of AI and code literacy — I would love to exchange ideas.

📬 Let’s connect.
📄 Working papers coming soon.
🌱 Gurudev is still germinating — but the seed has been planted.

“Before we build tools for machines, we must build language for meaning.”


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