Design and build end-to-end agentic AI workflows using Microsoft AI Foundry and Copilot Studio, including multi‑step agent pipelines capable of autonomous decision‑making, tool use, and task delegation.
Architect and deploy multi‑agent systems using orchestration frameworks such as LangGraph, AutoGen, Semantic Kernel, and CrewAI, evaluating fit‑for‑purpose based on use‑case complexity and enterprise constraints.
Implement Retrieval‑Augmented Generation (RAG) pipelines incorporating vector databases, semantic search, and knowledge‑graph integrations to ground agent outputs in verified organisational data.
Develop and maintain a structured prompt library applying advanced prompting techniques—including chain‑of‑thought, few‑shot, self‑reflection, and ReAct patterns—to optimise agent behaviour across diverse business scenarios.
Build and integrate Model Context Protocol (MCP) servers to enable agents to interac...
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