Blog.
Hello! I’m Vasil Nedev.
Welcome to my blog, where I share insights, projects, and achievements from my development journey.
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Veribim-kg is a conceptual blueprint for a fundamental shift. It envisions moving construction quality management from a document-chasing process to a insight-driven discipline by utilising today's Data Science and AI technology.
More Posts
Building veribim-kg: Weaving IFC, Knowledge Graphs, and LLMs for Smarter Construction Compliance
Veribim-kg is currently a functional concept and a work-in-progress. It represents a compelling use case for a modern tech stack solving a deeply entrenched industrial problem. It leverages IFC.js for open standard data access, Neo4j for contextual intelligence, and LLMs for human-centric interaction.
Architecting veribim-kg: A Cloud-Native, Full-Stack Blueprint for Construction Compliance
This proposed architecture for veribim-kg provides a robust, scalable, and modular foundation. By leveraging a full-stack Node.js core with a Python-based AI service, we get the best of both worlds: the performance and ecosystem of Node.js for web services and data processing, and the power of Python's AI/ML stack.
Structured Requirements Chain from Law to Practice
Construction requirements follow a clear hierarchy: legislation defines what must be achieved, guidance suggests how to achieve it, and technical standards provide the detailed methods. Using the UK as an example, this article explains how standards are not automatically applicable but take effect only when referenced in law, guidance, or project documentation.