AI engineering & products
From idea to production system.
I design and build full-stack AI-native products and custom automation — on deterministic foundations you own.
Book a scoping callWhat it covers
- Full-stack AI-native products
- MVP & SaaS
- Process automation
- Clean LLM integration
Own the spine, rent the engine
The critical logic stays deterministic, tested, under your control. The language model is called only at the fuzzy decision points, and its output is checked before it acts. You own the core; you rent the engine.
Frequently asked questions
How much does a custom AI system cost?
Fixed price, tied to the value it creates — never hourly. We scope it together, I quote it firmly, and you know exactly where you're going.
Should I build or buy?
If an off-the-shelf tool does 90% of the job, buy it — I'll tell you so. I build when custom creates a durable edge: a proprietary flow, your data, an integration your competitors don't have.
Will I be locked into you?
No. You own the code, the architecture is documented, and I run the handover. "Own the spine" applies to you and me too.
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“He built me AI agents to automate my LinkedIn posts, and the result is genuinely top notch. He doesn't just do what he's told — he thinks about the project as a whole and always looks for the best way to get things done.”