1. Deep hands-on experience with Retrieval-Augmented
Generation (RAG) using Azure Cognitive Search and Azure
Cosmos DB, including embedding generation, chunking,
indexing, and semantic retrieval.
2. Strong knowledge of agentic AI design using Semantic
Kernel, including task planning, tool/function calling, memory
management, and autonomous reasoning flows.
3. Proven experience implementing multi-turn conversational
agents using Azure OpenAI Service (GPT-4/4o) in inference-only
mode, with secure prompt and session management.
4. Skilled in designing and optimizing prompt engineering
strategies including system messages, dynamic templating, and
user intent extraction.
5. Familiarity with Azure AI Studio and Azure Machine
Learning for managing model deployments, testing, and
monitoring.