I'm an AI-driven software engineer specializing in Retrieval-Augmented Generation (RAG), multi-agent AI systems, and knowledge graph engineering. I design and implement end-to-end AI pipelines that balance faithfulness and relevance, turning complex data into actionable insights. I love building secure, scalable AI applications and optimizing multi-database architectures (vector and graph) to deliver reliable AI outputs. Most of my work centers on LangChain, LangGraph, CrewAI, Llama3, Milvus, and Neo4j, with deployments on AWS and a focus on MLOps. I’ve led automated RAG pipelines processing large document sets (e.g., CVEs, CWEs, CyBOK) and integrated hierarchical knowledge graphs to boost performance and trust in AI systems.…I'm an AI-driven software engineer specializing in Retrieval-Augmented Generation (RAG), multi-agent AI systems, and knowledge graph engineering. I design and implement end-to-end AI pipelines that balance faithfulness and relevance, turning complex data into actionable insights. I love building secure, scalable AI applications and optimizing multi-database architectures (vector and graph) to deliver reliable AI outputs. Most of my work centers on LangChain, LangGraph, CrewAI, Llama3, Milvus, and Neo4j, with deployments on AWS and a focus on MLOps. I’ve led automated RAG pipelines processing large document sets (e.g., CVEs, CWEs, CyBOK) and integrated hierarchical knowledge graphs to boost performance and trust in AI systems.WWWW…