AboutWorkServicesToolsBlogContact Get in touch →
Work With Me

What I build

I'm a generalist operator betting on the future of work: systems that run themselves 24/7 while you handle strategy. I've shipped agentic systems that run on their own, cut manual work by ~80%, and localized across 80+ markets — most of it proven on my own sites before it ever reaches a team. Like training, the gains come from compounding: small systems, stacked, that keep paying off long after they're built.

AI Workflow Automation

Autonomous agents that run growth workflows, revenue ops, and customer processes — without someone babysitting them. I wire them up and keep a human gate before anything ships.

Agent Architecture · AI Automation

AI-Native Growth Systems

Growth built around agents from day one — multi-market campaigns, content automation, and continuous optimization that keeps working between check-ins.

Growth Strategy · Content Automation

Revenue Automation

AI across revenue operations, from acquisition to expansion — the unglamorous backbone that makes growth repeatable instead of lucky.

Revenue Ops · AI Automation

Content & Localization

Content pipelines and multi-region localization that don't read like machine translation. I've shipped this across 80+ markets and know exactly where it breaks.

Content Automation · Localization

Lifecycle & CRM

Customer lifecycle and CRM automation that stays personal at scale — built on the same segmentation work I ran for millions of users at Celsius.

CRM Automation · Lifecycle

AI Consulting & Implementation

Hands-on help designing and shipping AI-native systems — not a strategy doc you file away, but working infrastructure you keep.

AI Consulting · Implementation
Who I Help

Built for your stage

Startup, enterprise, or agency — the build changes with the scale, but the principle doesn't: growth loops and flywheels that compound, not one-off campaigns that fizzle.

Startups Scaling Into New Markets

AI consulting, workflow automation, and content systems for multi-market growth — the pieces a small team can't staff but still needs running.

Learn more →

Teams Automating at Scale

CRM automation, lifecycle workflows, and AI-native systems for revenue operations and customer orchestration where the volume is real.

Learn more →

Agencies & Partners

White-label AI automation, workflow consulting, and delivery for agencies building their own autonomous growth practice.

Learn more →
Technology

The stack behind the work

AI agents and LLMs, automation, content engineering, CRM, paid media, and the affiliate stack — gathered across crypto, fintech, and startups, and proven on my own sites. The tools are commodities; the judgment of how to wire them together isn't.

See the full toolkit and how I use it →
FAQ

Questions, answered straight

The things founders, hiring managers, and agencies usually ask before we talk.

What does an AI agent operator actually do?+
I design and run autonomous AI agents that handle growth-marketing work end to end — content generation, multi-market localization, lifecycle messaging, and competitive research. The point is a system that keeps executing instead of waiting on someone to do it manually.
How is this different from just using AI tools?+
Using AI tools means bolting a chatbot onto a process you already run by hand. What I build is AI-native: the workflow is designed around agents from the start, so AI is the engine, not an add-on. I learned the difference building my own sites, not from a deck.
What kind of companies do you work with?+
Startups scaling into new markets, teams automating customer lifecycle and revenue ops, and agencies that want white-label AI automation. The common thread is people who want a system that compounds, not another batch of one-off campaigns.
Are you available for fractional or project-based work?+
Yes. I take project-based builds and advisory, plus fractional roles like Growth Lead or AI-focused marketing leadership. It ranges from a single agentic build to ongoing MarTech architecture — whatever the problem actually needs.
Where are you based and do you work remotely?+
I work from the Philippines, remotely, with teams worldwide. The base keeps senior AI and growth-engineering work cost-efficient without trading away quality or timezone overlap.