Hi, I’m Syed Mushtaba, an AI/ML & DevOps Engineer with 10+ years of IT experience delivering intelligent, secure, and scalable solutions across AWS, Azure, and GCP. I focus on enterprise-grade AI, ML, and DevOps architectures, with over 4 years hands-on AI including MLOps and Generative AI. I’m proficient in end-to-end ML lifecycles (data ingestion, preprocessing, training, evaluation, deployment) using SageMaker, Azure ML, and Vertex AI, and in production-ready MLOps pipelines with Jenkins, GitLab CI, and IaC tools like Terraform, CloudFormation, and Ansible. I’ve built GenAI solutions using ChatGPT, Bedrock, WatsonX, HuggingFace, LangChain, and RAG, plus multi-agent orchestration with LangGraph and AutoGen for enterprise chatbots and automation.…Hi, I’m Syed Mushtaba, an AI/ML & DevOps Engineer with 10+ years of IT experience delivering intelligent, secure, and scalable solutions across AWS, Azure, and GCP. I focus on enterprise-grade AI, ML, and DevOps architectures, with over 4 years hands-on AI including MLOps and Generative AI. I’m proficient in end-to-end ML lifecycles (data ingestion, preprocessing, training, evaluation, deployment) using SageMaker, Azure ML, and Vertex AI, and in production-ready MLOps pipelines with Jenkins, GitLab CI, and IaC tools like Terraform, CloudFormation, and Ansible. I’ve built GenAI solutions using ChatGPT, Bedrock, WatsonX, HuggingFace, LangChain, and RAG, plus multi-agent orchestration with LangGraph and AutoGen for enterprise chatbots and automation.WWWW…