I’m Pradeesh Karunakaran, an AI Engineer based in Munich with a background in both machine learning and mission-critical engineering. I specialize in building practical Generative AI solutions — particularly RAG systems, AI agents, and Neo4j-based knowledge applications — that improve quality, productivity, and decision-making in industrial environments. At BMW, I’m currently working on AI agent frameworks for lean-management processes and local LLM deployments aligned with production workflows. Previously at the German Aerospace Center (DLR), I built graph-powered retrieval and text-to-Cypher automation to enhance complex simulation data access. Before transitioning into AI, I spent several years as a civil engineer delivering large-scale infrastructure projects like FIFA World Cup 2022 venues and Abu Dhabi Airport, which shaped my strong execution and stakeholder-coordination skills. I stand out by combining deep technical competence in GenAI with real-world operational understanding — enabling me to translate business needs into AI systems that are robust, scalable, and valuable from day one.…I’m Pradeesh Karunakaran, an AI Engineer based in Munich with a background in both machine learning and mission-critical engineering. I specialize in building practical Generative AI solutions — particularly RAG systems, AI agents, and Neo4j-based knowledge applications — that improve quality, productivity, and decision-making in industrial environments. At BMW, I’m currently working on AI agent frameworks for lean-management processes and local LLM deployments aligned with production workflows. Previously at the German Aerospace Center (DLR), I built graph-powered retrieval and text-to-Cypher automation to enhance complex simulation data access. Before transitioning into AI, I spent several years as a civil engineer delivering large-scale infrastructure projects like FIFA World Cup 2022 venues and Abu Dhabi Airport, which shaped my strong execution and stakeholder-coordination skills. I stand out by combining deep technical competence in GenAI with real-world operational understanding — enabling me to translate business needs into AI systems that are robust, scalable, and valuable from day one.WWWW…