About
Aaron Cabantugan
AI automation engineer in Quezon City, Philippines
AI automation engineer in Quezon City, Philippines
I build production systems that keep a human approval in the loop. I am the founder of HeyDenta, an AI receptionist and clinic platform for dental practices in the Philippines, and I build and run it alone. It covers patient chat with triage and booking on web and Messenger, a voice receptionist, an AI scribe, records and dental charts, collections and HMO claim tracking.
I also build Logproof: a run log, approval gate and client receipt for AI automations run by non-engineers (n8n, Make, Zapier, custom agents). It has been live since September 2026 and is pre-revenue. WingCue, in alpha, is an interview preparation tool: real-time cue cards from streaming speech-to-text and a streaming model, grounded to a truth-locked profile so it cannot invent experience.
My own operations run on an AI operating system I built: more than 100 scheduled jobs and agents behind a control plane with spend caps and a kill switch, typed human approval before any agent-proposed change merges, a weekly scorecard that audits my AI operator's replies, and a self-improvement loop that turns the top correction type into one rule change, gated by a replay test and my approval.
I shipped a 3-channel support chatbot (WhatsApp, Instagram, web) for a Malaysian e-commerce brand that handled about 70% of inquiries on its own, a data enrichment pipeline that populated and verified about 2,700 profiles across 27 countries, and a 30-day AI search visibility sprint for an NGO that took its score from 30 to 75. I studied at Far Eastern University in Manila.
Python, TypeScript, Next.js on Vercel, Supabase and Neon Postgres, n8n, Retell and Whisper for voice, Playwright, and promptfoo eval gates on production prompts.