System Stability & Ongoing Operations:
Currently overseeing the ongoing operation of growth systems once they are live.
This work focuses on system stability, decision integrity, and ensuring that changes to campaigns, automations, or channels do not create downstream issues in data quality, reporting, or lifecycle flow.
The emphasis is on controlled iteration, clear ownership, and keeping the underlying system reliable as volume and complexity increase.
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