Hi, I’m Manish Kumar Singh. I’m a GenAI & Data Engineering Architect with 19 years of experience designing and leading large-scale data platforms that power enterprise AI systems. I specialise in building end-to-end GenAI architectures (data ingestion, embeddings, vector search, Retrieval-Augmented Generation, agentic AI, and fine-tuned LLMs) and leading teams to deliver production-grade AI solutions on governed data pipelines. I’ve led cross-functional efforts to translate business and regulatory requirements into scalable, secure, and reliable data and AI platforms, enabling capabilities like semantic search, summarization, and information extraction at scale.…Hi, I’m Manish Kumar Singh. I’m a GenAI & Data Engineering Architect with 19 years of experience designing and leading large-scale data platforms that power enterprise AI systems. I specialise in building end-to-end GenAI architectures (data ingestion, embeddings, vector search, Retrieval-Augmented Generation, agentic AI, and fine-tuned LLMs) and leading teams to deliver production-grade AI solutions on governed data pipelines. I’ve led cross-functional efforts to translate business and regulatory requirements into scalable, secure, and reliable data and AI platforms, enabling capabilities like semantic search, summarization, and information extraction at scale.WWWW…