As a Senior Engineer with over 12 years of total experience in Cloud Computing, DevOps, Site Reliability Engineering (SRE), Cloud-Native Applications. and Platform Engineering, I specialize in designing, modernizing, and scaling enterprise-grade solutions. Currently involved in developing, deploying, and managing large-scale AI/ML platforms with expertise in LLMOps, MLOps and Platform Engineering — covering the full lifecycle from training, validation, deployment, monitoring, and retraining models in production. Working with Data Engineering and Data Science teams to deliver high-performance AI systems. {Multi-Modal Agentic AI } Skilled in vLLM deployment, GPU optimisation/slicing (MIG), provsioning multi-tenant Kubernetes environments on aws eks and azure, and vector database integrations for GenAI and Agentic AI workloads.