Strong experience in Data Engineering (Python, SQL, cloud data platforms)

Proven MLOps experience (MLflow, Kubeflow, SageMaker, Vertex AI, Azure ML)

Hands-on exposure to Agentic AI / LLM frameworks (LangChain, AutoGen, CrewAI, Semantic Kernel)

Experience delivering solutions on AWS, Azure, or GCP

Solid understanding of CI/CD, Docker, Kubernetes

Comfortable in client-facing and stakeholder-management roles