The work
How I help — and how I think before I touch a problem.
Four ways I'm useful. They share one move: find the real problem, then build the thing that fixes it. No packages, no price sheet here — every problem is shaped a little differently.
AI solutions & vibe-coded tools
The problem
There's a task you do every week that you hate. It's repetitive, it's error-prone, and it quietly costs you hours you'll never get back. You've assumed software that fixes it would cost a fortune or take months. For a long time, you were right.
My approach
Not anymore. I build real software with AI tools — fast — so a “wouldn't it be nice if…” can become a working tool in days. Then comes the part most people skip. Anyone can demo a prototype; the work I care about is making it last — reliable, yours, and still running when I'm not looking at it.
The outcome
The annoying task stops being your problem. You get the hours back, and you get a tool you actually trust — not a prototype that breaks the first time someone uses it wrong.
Paid media & analytics
The problem
Your ad budget might be working. You honestly can't tell. The tracking's a little broken, the reports raise more questions than they answer, and “is this making money?” is weirdly hard to get a straight answer to.
My approach
This is the discipline I spent a decade in, so I treat your budget like it's mine. Clean measurement first — because optimizing on bad data is just guessing with extra steps — then Google and Microsoft Ads, paid social, and the kind of tracking that ties spend to actual results. Where automation makes it sharper, I build that too.
The outcome
You get a clear answer to the only question that matters: is this making me money? And the spend goes where it earns, not where the dashboard's default settings point it.
Content & SEO
The problem
Paid traffic stops the second you stop paying. You want the kind of attention that compounds — people finding you on their own — but good content feels slow and expensive to make, and the SEO advice online contradicts itself daily.
My approach
I build content and technical foundations meant to earn attention that lasts, using AI tooling to move faster than the old way allowed. Honest tactics only — real structure, real intent, nothing that gets you penalized when the next algorithm update lands.
The outcome
Something that keeps working after the invoice is paid. Attention you own, built on a foundation that doesn't collapse the next time the rules shift.
“Where do I even start with AI?”
The problem
You're not asking for a build yet. You're asking a more honest question: what's real, what's hype, and what would actually help me? And you'd rather not feel talked down to for asking.
My approach
We talk like two people. You tell me how your business actually runs and where the friction is; I tell you, plainly, where AI would genuinely help and where it wouldn't. No buzzwords, no upsell to a build you don't need. Sometimes the answer is one small tool. Sometimes it's “you don't need me for this — here's how to do it yourself.”
The outcome
You leave knowing exactly where to start — and what's worth your time versus what's noise. Clarity, from someone with no incentive to oversell you.
Bring me the annoying part.
The recurring task, the broken report, the AI thing you can't make sense of. Describe it and I'll tell you honestly whether I can help.