About me

I started my career almost 10 years ago by building my own B2B SaaS. No job first, no safe path - I went straight into shipping a product and trying to make it earn money.

That set the tone for everything since.

Over the next decade I worked as a Python developer and specialized in web scraping - to the point where I ran my own scraping agency, delivering data solutions to clients. But the through-line was never "just write code." Across all those years I was always running business projects: my own products, client work, an agency. I learned how technology actually connects to revenue, cost, and decisions - not in theory, in practice.

Then I discovered AI agents. And I fell in love.

Since that moment I've worked on AI every single day. It pulled together the two things I care about most: building real software, and building things that make business sense.

That's where I work now.

I help companies move fast from idea to a working proof-of-concept - something you can actually click, test, and put in front of real users or stakeholders - before anyone commits a big budget to a full build.

I don't just advise from the sidelines; I build. And because I've run businesses myself, I translate in both directions:

• For the business: what's realistic, what it costs, where the ROI is, and where AI is honestly the wrong tool.
• For the tech: a clear spec, sane scope, and a plan that ships instead of turning into a science experiment.

What I bring:

• Almost 10 years building software, products, and a business of my own
• Deep AI / LLM focus - agents, RAG, automation - that I work on daily
• A founder's instinct for shipping small, validating fast, and scaling only what works

If you have an AI or automation idea and want to know whether it's worth building - before you spend the budget - let's talk. I'll give you a straight answer, and I can build the proof.