Strong experience with Microsoft Azure Expertise in Azure AI / ML services Proficiency in Python (TensorFlow, PyTorch, Scikit-learn preferred) Hands-on experience with REST APIs and microservices Knowledge of SQL and NoSQL data stores (Azure SQL, Cosmos DB) Azure AI Engineer Associate Certified (AI-102) Collaborate with data scientists, data engineers, developers, and business stakeholders Design and implement AI/ML solutions using Azure AI services such as: Azure OpenAI Azure Machine Learning Azure Cognitive Services (Vision, Language, Speech, Decision) Develop and deploy ML models using Python, R, or .NET Build end-to-end ML pipelines including data ingestion, training, evaluation, deployment, and monitoring