AI & Automation · Financial Services

Production AI for financial services operations.

Operations transformation specialist. Fifteen years of experience turning fragmented, complex processes into structured, reliable systems people actually adopt. GenAI is now part of the production toolkit.

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Sections03 routes

020 / Work

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Selected Work

Eighteen engagements across banking, lending, and risk — presented as they were delivered.

16 cases · 2010 → 2026

040 / Notebook

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Notebook

Working notes on operational risk, AI implementation, and the seam between people and pipelines.

1 entry · updated as the thinking evolves

060 / About

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About & Contact

Practice, method, credentials — and an open channel if you want to talk about a problem.

MTL · open — Q3 2026