Operationalizing AI for Legal Teams

Transforming legal workflows with practical AI systems and governance.

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Designing Practical AI Systems for Modern Teams

I build practical AI workflows that streamline operations, surface risk earlier, and create scalable systems teams can actually use.

Focus Areas

  • AI Workflow Design

  • Legal Operations

  • Governance & Risk

  • AI-Assisted Review

  • Process Automation

AI Workflow Exploration

I regularly explore emerging open-source AI frameworks and agent architectures related to IP, patent analysis and drafting, contract review, retrieval systems, and governance workflows.

Many of these experiments leverage publicly available repositories, prompting frameworks, and retrieval-based approaches to better understand how AI systems can support scalable operational processes.

‍ ‍https://github.com/