I am a Generative AI Engineer with 5 years of experience spanning data science and production-grade AI systems. I specialize in LLMs, retrieval-augmented generation (RAG) architectures, and enterprise AI copilots, building scalable, real-time solutions using LangChain, vector databases, and cloud-native deployment. I translate complex business problems into end-to-end AI solutions, design robust ML pipelines, and implement prompt optimization and safety guardrails. My work has driven measurable impact, including churn prediction systems that boosted retention and protected $1.8M in annual revenue. I’m proficient in Python, AWS, Kubernetes, and distributed data systems, with a focus on enterprise knowledge retrieval and AI copilots.…I am a Generative AI Engineer with 5 years of experience spanning data science and production-grade AI systems. I specialize in LLMs, retrieval-augmented generation (RAG) architectures, and enterprise AI copilots, building scalable, real-time solutions using LangChain, vector databases, and cloud-native deployment. I translate complex business problems into end-to-end AI solutions, design robust ML pipelines, and implement prompt optimization and safety guardrails. My work has driven measurable impact, including churn prediction systems that boosted retention and protected $1.8M in annual revenue. I’m proficient in Python, AWS, Kubernetes, and distributed data systems, with a focus on enterprise knowledge retrieval and AI copilots.WWWW…