Building systems that tell the truth.

Fractional CTO for Philippine enterprises navigating AI integration.

Background

I'm a Fractional CTO based in the Philippines with 18 years of experience across engineering, digital marketing, sales, and business operations. That includes enterprise roles at BDO, Navitaire, HDB Singapore, and UPLB.

The thread through all of it: making sure the data is right.

The Operator's Lens

I don't just write code. I've built and run businesses, which means I architect systems from the perspective of someone who has to live with the consequences. Revenue, compliance, user experience, and operational cost aren't abstract requirements to me. They're things I've managed directly.

This is why Ren.ph works the way it does. Its compliance logic wasn't specced from a legal checklist. It was shaped by years of experience as a software architect, digital marketer, business operator, and licensed real estate broker who understands what real users actually need from a system, and what regulators actually enforce.

Mission

Most firms are stuck between AI curiosity and operational reality. I help close that gap.

I don't bolt on chatbots or wrap APIs in a dashboard. I work with your team to understand how your business actually runs, then build the agentic systems that automate the parts that should be automated, and leave the parts that need human judgment alone.

Every system ships with documentation your board and compliance team can actually review. Not as an afterthought. As part of the architecture.

How I Work

Reality First

Before any AI integration, I look at your actual data — not your assumptions about it. What’s clean, what’s messy, what’s missing. This prevents expensive pivots later.

Every Source is Traceable

Every data point in a system I build traces back to where it came from. When something is uncertain, the system says so. No hallucination, no black boxes.

Built for Governance

Technical systems mean nothing if your stakeholders can’t understand them. Every system I architect comes with the documentation, risk analysis, and implementation timeline your board expects.

Proof of Work

Ren.ph: See It Working

To prove these principles at scale, I built Ren.ph: a national data infrastructure for Philippine real estate verification and zonal value lookup. One operator, AI-assisted development, covering the entire country.

What's live today:

25,264licensed broker profiles — the largest independent broker verification directory in the Philippines
72provincial zonal value pages — every province covered
1,441city and municipality pages — complete nationwide coverage
33,581barangay-level pages — zonal value data down to the neighborhood level
60,000+total indexed pages — verified, source-traceable data

Every record traces to its government source. Every page is under continuous audit. When data can't be verified, the system flags it instead of guessing.

Ready to find out where you actually stand?

15 minutes. I'll tell you what's real about your AI readiness and what isn't.

Or explore Ren.ph first to see the work in production.