Founder & Head of R&D at RALFORION. Building semantic layers and ontology-driven analytics — so AI stops guessing your GROUP BY.
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Currently working on: The OrionBelt ecosystem — ontology-driven analytics with a universal semantic layer and visual ontology builder, designed for agentic AI workflows. Because data deserves better than copy-pasted SQL.
- Building OrionBelt Semantic Layer, OrionBelt Analytics & OrionBelt Ontology Builder — because data deserves better than copy-pasted SQL
- Semantic data modeling, knowledge graphs, and BI architecture — the stuff that makes dashboards and Agentic AI actually trustworthy
- Longtime Qlik community contributor — extensions, open-source tools, and opinions nobody asked for
- Longtime Gopher 🐹, now addicted to snakes 🐍
- Arctic Code Vault Contributor — my code will survive the apocalypse, no pressure
Ontology-driven analytics platform for AI agents — transforming how data is modeled, explored, and understood through knowledge graphs and semantic reasoning.
A universal semantic layer that bridges the gap between raw data and business meaning, enabling consistent metrics and definitions across tools and teams, designed with an API-first approach for agentic AI.
A Streamlit-based application for building, editing, and managing OWL ontologies — providing a visual interface to define classes, properties, and relationships for semantic data models.





