Lokesh SharmaKnowledge graphs, semantic web engineering, and applied AI.https://lokesharma.com/Ontology Versioning and Release Management at Scalehttps://lokesharma.com/blogs/coming-soon-ontology-versioning/https://lokesharma.com/blogs/coming-soon-ontology-versioning/A practical guide to managing semantic data contracts, CI/CD pipeline validations, and release cycles in fast-moving enterprise data systems.Sat, 18 Jul 2026 00:00:00 GMTBuilding Semantic Data Pipelines with RML and Sparkhttps://lokesharma.com/blogs/coming-soon-semantic-data-pipeline/https://lokesharma.com/blogs/coming-soon-semantic-data-pipeline/How to construct validated RDF knowledge graphs from relational databases and streaming sources at scale using RML mapping rules.Sat, 18 Jul 2026 00:00:00 GMTGoverning LLMs in the Enterprise: The Role of Knowledge Graphs and MCPhttps://lokesharma.com/blogs/governing-llms-knowledge-graphs-mcp/https://lokesharma.com/blogs/governing-llms-knowledge-graphs-mcp/Creating guardrails for AI agents. Using ontologies as the 'ground truth' constraints for LLM actions in critical systems.Sat, 18 Jul 2026 00:00:00 GMTThe Case for Neuro-Symbolic AI: When Knowledge Graphs Meet LLM Agentshttps://lokesharma.com/blogs/neuro-symbolic-ai/https://lokesharma.com/blogs/neuro-symbolic-ai/Why pure neural architectures plateau without structured knowledge — and how the synergy of knowledge graphs, LLM agents, and governed tool protocols like MCP can unlock the next leap in enterprise AI.Sat, 18 Jul 2026 00:00:00 GMTNeurosymbolic AI in Supply Chain: Moving from Data Silos to Predictive Procurementhttps://lokesharma.com/blogs/neurosymbolic-ai-supply-chain/https://lokesharma.com/blogs/neurosymbolic-ai-supply-chain/How combining LLM agents with ontological reasoning can automate supplier risk assessment and inventory forecasting.Sat, 18 Jul 2026 00:00:00 GMTOntology-Driven Data Modeling: Building Future-Proof Data Productshttps://lokesharma.com/blogs/ontology-driven-data-modeling/https://lokesharma.com/blogs/ontology-driven-data-modeling/Bridging the gap between software engineering and semantic standards. Why data architecture needs semantics.Sat, 18 Jul 2026 00:00:00 GMTBeyond Standard RAG: Enhancing Document Processing with Temporal Knowledge Graphshttps://lokesharma.com/blogs/temporal-kg-document-processing/https://lokesharma.com/blogs/temporal-kg-document-processing/Why vector databases aren't enough for complex R&D. The need for tracking entities and relationships over time (Temporal KG).Sat, 18 Jul 2026 00:00:00 GMTWhy My Portfolio Starts With Ontology-First Thinkinghttps://lokesharma.com/blogs/ontology-first-portfolio/https://lokesharma.com/blogs/ontology-first-portfolio/A short opening note on semantic systems, knowledge graphs, and the kind of technical work this site will document.Mon, 06 Jul 2026 00:00:00 GMT