Systems & Automation
- CRM Architecture
- Workflow Automation
- AI Agents
- AI Workflows
- APIs & Webhooks
- Lead Lifecycle Systems
- Attribution
- Reporting Infrastructure
- Troubleshooting
- Process Optimization
SYSTEMS ARCHITECT
AUTOMATION × AI × MARKETING
SYSTEMS ONLINE
WHO I AM
WHAT I BUILD
14.5995° N / 120.9842° ESTATUS
BUILDING
LOCATION
Philippines
WORK
Worldwide
PIPELINE
BUSINESS
→ SYSTEM
→ AUTOMATION
I bridge business strategy, marketing, operations, and technology building systems that don't just automate tasks, but solve the right problems.
Architecting. Automating. Optimizing.
The best automation doesn't begin with a tool. It begins with understanding the business, the people, the process, the bottleneck, and the outcome.
I work across marketing, operations, CRM, automation, AI, and data to build systems that solve actual business problems.
THE SEQUENCE
Not concepts. Systems designed around actual business problems.
CASE 01
CRM / Automation / Marketing Data
Marketing activity and purchase data lived across disconnected systems, so revenue could never be traced back to the work that created it.
System
01.1
01.2
01.3CASE 02
Lead Generation / CRM / Automation
A lead's journey from first touch to sales handoff needed one architecture instead of a chain of disconnected tools.
System
02.1
02.2
02.3CASE 03
Email / Operations / Data
Sending volume means nothing without sender health, clean data and a way to attribute what the send actually produced.
System


03.2
03.3CASE 04
AI / Automation / Operations
AI is only useful when it sits inside a process with a clear decision point and a human where judgement is required.
System
04.1
04.2
04.3CASE 05
Marketing / Systems / Analytics
Campaign execution needs an operating system underneath it — planning, tracking and iteration built into the same loop.
System
05.1
05.2
05.3Understanding different sides of a business changed the way I build.
I don't look at automation as isolated workflows. I look at how marketing, operations, sales, people, data, and technology connect.
the long way round ↓01
Building automation, lifecycle workflows and growth systems that connect marketing, lead capture, qualification and conversion.
02
Managing CRM infrastructure, email marketing, segmentation, campaign execution, automation and performance reporting.
03
Building and supporting client marketing accounts, campaign assets, ad creatives and the systems behind online service delivery.
04
Coordinating marketing execution, campaigns, digital assets and the operational work that keeps initiatives moving.
Selected work — systems, marketing, automation & operations.
Automation
CRM & Marketing
AI
Data & Operations
Communication
Commerce & Scheduling
Understand the real problem and the revenue behind it before touching a single tool.
Design the architecture that connects people, data and decisions end to end.
Only then automate — so the machine accelerates a system that already works.
DIRECT LINES