AI automation, built the way real software gets built: tested, traceable, and debuggable when the no-code path hits its limits.
Software engineer by trade — building AI automation the way real software gets built. Most automators either know the tools or know the engineering. The combination is rarer, and it's what keeps a workflow running when traffic spikes, edge cases appear, or an API silently changes. Deliberate about clients — I take on fewer so I can go deeper.
Software engineer by trade — I build AI automation the way real software gets built: tested, traceable, and debuggable when the no-code path hits its limits. I work with founders who need automation that holds up over time, not a demo that breaks on the second real input.
Most automators either know the tools or know the engineering. The combination is rarer, and it's what keeps a workflow running when traffic spikes, edge cases appear, or an API silently changes. By day I'm a Senior Software Engineer at Everyone Technologies — promoted January 2026 — shipping multi-tenant SaaS to hotels, distributors, restaurants, schools, and LGU clients in the Philippines. On the side I build n8n and custom-code systems that hold up over time, including an MCP server I run daily to keep my own projects documented. I'm also building Kuwenta, an offline AI finance tracker launching on the Play Store in June 2026 — because some jobs are better handled by a small local model than a cloud API call.
I don't just configure automation tools — I build the logic behind them. Prompt engineering, branching workflows, error handling, memory compression, fallback responses. The systems I build are production-grade because I understand what breaks when real traffic hits, and I build for that upfront.
The stack behind every automation
Not limited to these — if your tools have an API, I can integrate with them and go deep.
I don't just build automations. I deploy and host them — you get a live, running system, not a workflow file.
I work with businesses drowning in manual work — and build the automations and software that make it stop.
Replying to the same customer questions, copy-pasting data, sending the same weekly report manually?
I automate the repetitive parts of your operation — customer replies, escalations, reports, cleanups — so your team focuses on what actually matters.
Your automation hits a wall — there's no platform for it to talk to, no portal for your customers, no single source of truth for your data.
I build the custom system that serves as the backbone — orders, inventory, customer data — so your automations have something real to work with and your team has one place to look.
Not sure how to get your software out of development and into the real world — or how to keep it running?
I handle servers, domains, SSL, backups, and monitoring. You get a real URL that works for your team and your customers from day one.
Functioning platforms built for real use — from AI automation pipelines to full business management systems.
Non-technical pipeline overview — what happens from form submit to booking
AI-Powered Lead-to-Booking Automation
Why
Leads from my portfolio contact form were sitting in my inbox for 8–24 hours, sometimes 36, because I was deep in client work. By the time I replied, the lead had cooled.
What
Hot leads now get a first reply faster than I could send one manually, and I never miss a fresh lead — even if I don't check my inbox all day.
How
The moment a form is submitted, a Slack notification lands in my pocket. The AI reads the message, decides whether it's hot, warm, or cold, and drafts a tier-appropriate first reply automatically. Bookings and lead details get logged so nothing falls through the cracks.
Send a message — it goes straight through a live AI scoring pipeline. Hot leads get a response first.
AI automation pipelines, business systems, and deployment — end to end.
Weekly updates
You always know where things stand
You own the code
Full source, no lock-in, ever
Handover docs
Every project includes documentation
Async-first
PHT evenings, replies within 24hrs