Problems I fixed inside real teams.

These seven examples came from one embedded engagement with a fintech. I sat inside the sales and marketing team, found where work leaked, and built the fix in their own stack: a self-hosted CRM and 43 n8n workflows. Each example is one problem the team had, and what now runs instead.

Below them are my own builds: the same way of working, with the code public.

In practice: one embedded engagement with a fintech

One fintech (name withheld) · 7 problems fixed · 43 automations · 700 live runs · only 3 failed (0.4%)

My own builds, code included

Earlier client work, 2018–2025

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