I'm Saroj Kumandan, a Senior AI/ML Engineer with 8+ years of experience delivering scalable AI/ML platforms, distributed data systems, and Generative AI solutions across healthcare, financial services, and large-scale enterprises. I build production-grade LLMs, RAG, semantic search, and AI-powered workflows using LangChain, LangGraph, vector search architectures, and cloud-native frameworks to enable AI-assisted operations, enterprise knowledge retrieval, and real-time decision support. My work combines ML, data engineering, and governance to ship end-to-end AI solutions. I lead MLOps and LLMOps, implement retrieval-quality evaluation, model explainability, and robust monitoring to drive reliability and regulatory compliance in banking and healthcare environments, while delivering scalable APIs and cloud-native microservices for secure, low-latency AI applications.…I'm Saroj Kumandan, a Senior AI/ML Engineer with 8+ years of experience delivering scalable AI/ML platforms, distributed data systems, and Generative AI solutions across healthcare, financial services, and large-scale enterprises. I build production-grade LLMs, RAG, semantic search, and AI-powered workflows using LangChain, LangGraph, vector search architectures, and cloud-native frameworks to enable AI-assisted operations, enterprise knowledge retrieval, and real-time decision support. My work combines ML, data engineering, and governance to ship end-to-end AI solutions. I lead MLOps and LLMOps, implement retrieval-quality evaluation, model explainability, and robust monitoring to drive reliability and regulatory compliance in banking and healthcare environments, while delivering scalable APIs and cloud-native microservices for secure, low-latency AI applications.WWWW…