Selected work

AI applied to real finance operations.

Projects focused on removing repetitive work, improving information flow, and getting more from the systems firms already own.

Multi-family office

Current engagement

Streamlining investment operations across systems.

Capital-call and subscription workflows, Salesforce, file architecture, cash-flow matching, and recurring investment-office processes.

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SEC regulatory compliance consultancy

Making recurring compliance work easier to run.

AI-enabled internal reporting, regulatory research, compliance-calendar preparation, AML and political-contribution research, and practical LLM adoption.

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