Past projects
AI agents for fraud investigation
Agents pull the evidence together and summarise the case; an analyst decides.
Agent-assisted bank reconciliation
Agents propose the matches, a human approves every posting. Built on top of Business Central.
Business Intelligence 2.0: from dashboards to AI-first
Reviewed 100+ legacy dashboards, retired what nobody used and moved the surviving ~30 out of Tableau into version-controlled code.
Business Central revamp
Introduced customer ledgers and invoice reconciliation in Business Central: roughly 12,000 invoices go out every month, built on 5m+ wallet transactions.
Revenue and payments bookkeeping automated
Flows post straight from the source systems, with reconciliation checks that fail loudly instead of silently. Roughly one full-time role freed.
VAT error rate from X0% to under 1%
Rebuilt the VAT logic and put monitoring on every wallet transaction, so wrong treatment surfaces the day it happens, not at year end.
Safeguarding and e-money reconciliations
Daily reconciliation of safeguarded customer funds in a licensed e-money environment, and the controls around them.
What a collaboration could look like
I work full time at Monta, so I take on a limited number of projects on the side, mostly evenings and weekends.
Prior experience




