Ontology MCP Creator

I designed and led the construction of a scalable MCP ML server enabling rapid ontology creation and reuse. I developed NLP pipelines capable of extracting entities, rules, constraints, and relationships from unstructured text in any format. This platform supports continuous agent evolution, accelerates demo development, and strengthens knowledge and reasoning capabilities for LLMs. I delivered ontologies, knowledge graphs, and Digital Twin foundations for 3+ S&P 500 clients, achieving TLR-7 outcomes and demonstrating full ownership from strategy to delivery.