My practice began in Electronics & Communications Engineering and moved through over two and a half years inside Accenture — first parsing system data as an analyst, then coordinating technical projects as a project manager. That dual exposure shaped a working method I still rely on: read the system like a circuit, fix it like a product manager, document it like an auditor.
Today I architect end-to-end workflows on n8n, Make, Zapier, and GoHighLevel — connecting APIs, vector databases, and LLMs into pipelines that ingest, reason, and respond without manual intervention. The work I find most rewarding sits at the seam between operations and intelligence: an AI appointment setter that manages its own calendar slots, a lead-enrichment flow that triages priority before a human sees it, a financial sync that closes the loop between Xero and Asana.
Root-cause analysis is not a deliverable. It is the way I read every system I'm handed.
I work in Tagalog and English with equal fluency, and the certifications formalize a way of working I have been refining since I first re-engineered a manual asset log into a scalable tracking model for two service businesses in Quezon City — nearly six years before 'no-code automation' had a name.