AI SYSTEMS & AGENTS
Making enterprise knowledge
work inside the workflow.
Multi-step agents, retrieval pipelines, and the connections between enterprise information and the tools people use.
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The problem
Enterprise information spans document stores and cloud systems. Useful AI needs access to that context and a way to act within existing workflows.
My contribution
Designed and deployed AI agents, built retrieval pipelines across SharePoint and cloud storage, and developed MCP servers and agent frameworks. The work also includes AI governance and risk assessment.
The result
Agents and retrieval pipelines integrated into production workflows, connecting enterprise knowledge with multi-step actions.
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