Expertisein emerging agentic AI architectures, including AI agents, tool/function calling, orchestration, memory, multi-agent systems, workflow automation, and human-in-the-loop patterns, with the ability to translate these capabilities into scalable enterprise products. Deep understanding of Large Language Models (LLMs) and Generative AI architectures, including transformer-based models, embeddings, prompt/context engineering, model selection, fine-tuning, RAG, and the tradeoffs between proprietary and open-source models.