I build ML pipelines that turn messy data into real intelligence.
Then I build AI agents that turn that intelligence into action.
Every growing business runs into two walls.
First wall: No one is making sense of the data.
You have customer records, transactions, ops data. But no one to build the pipelines, models, or reports that make it useful. So decisions get made on gut feel and last Friday’s spreadsheet.
Second wall: Even when you have insights, no one acts on.
Someone reads the report, decides what to do, then does it by hand. By then, the moment has passed.
I fix both.
I build the ML pipelines that turn your raw data into intelligence, and the AI agents that act on it automatically.
Data flows in. Decisions flow out. Actions happen.
After 15 years of running engineering teams, I learned the bottleneck is not talent. It’s orchestration. Getting the right information to the right action at the right time. That’s the same problem whether you’re coordinating people or agents.
Make Sense of Your Data
Data is everywhere. But it rarely becomes intelligence. Raw numbers pile up. Patterns hide in plain sight. Reports go stale before anyone reads them. Bad data slips through and leads to bad decisions. What's missing is a foundation that makes sense of it all. And that's what I build.
Without it, your agents have nothing to work with.
Act on What Your Data Tells You
Intelligence is useless if no one acts on it.
I build AI agents that take the output of your data pipelines and act on it. They catch changes, kick off workflows, and handle the routine decisions that slow teams down. They take care of the manual work your team does every day.
They work together, like a team should. That’s when your data stops being a report and starts being a
business advantage.
Got an idea for an AI-powered product but no technical co-founder? I'll help you go from idea to working prototype fast.
Whether it's an internal data tool, an agent workflow, or a customer-facing feature.
I've built MVPs that led to startup funding, exits, and partnerships. The approach: ship the simplest thing that proves the value, then iterate.
First time building a tech product? I’ll help you make confident decisions. From picking the right tech stack to planning for scale without the jargon or overwhelm.
Whether you’re pre-seed or growing fast, I’ll be your technical sidekick through the build.
I help founders turn smart ideas into working software. I know building a product can feel pretty daunting especially when you’re juggling tight timelines, budgets, and tech that keeps changing on you. That’s where I come in.
I’ve spent the last 15 years helping startups across NZ, AU, UK, and the US bring ideas to life from rough MVPs to production-ready platforms. I’ve been hands-on with early-stage commercialization, academic entrepreneurship, and helping research make its way into the real world.
I always enjoy solving problems. You can find me just coding and solving problems. That's what the bulk of my time goes.
I started a startup in the Philippines, where we figured out how to get funded in Singapore (learned heaps along the way).
Joined as the first hire and early technical contributor, helping build the MVP from the ground up. Played a key role through the early growth stages, culminating in a successful acquisition in 2022.
Built the proof-of-concept, MVP, and the scalable platform version that processed thousands of transactions paving the way for a successful $10M funding round.
Built and led a 45-person team that partnered closely with founders to turn startup ideas into real products—securing funding and backing from top accelerators along the way.
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I’ve worked with researchers, founders, and investors from labs to boardrooms. I know how tricky it can be to take a great idea and turn it into something real.
So whether you're bootstrapping, spinning out of a uni, or just trying to get traction, I’ve probably walked that road before and I’m keen to help.
I’d love to hear about your project or even just bounce around ideas. Send me a message and I’ll get back to you within a day. Whether you’re looking for a freelancer to build your MVP, want to chat about a full-time role, or even explore co-founding a startup together. I’m all ears!
Have a project in mind? Send a message.
Interested in working together? Reach out.
Let's meet up if you're around.
