AI that earns its place

I use AI every day in my own work and build it into projects where it genuinely helps. No hype, no bolting a chatbot onto everything — just practical use of a powerful tool.

AI features in your software

When it makes sense, I wire modern language models (Claude, GPT, and others) directly into applications — so the AI works inside your product, not in a separate tab.

  • Content generation, summarizing, and drafting
  • Natural-language search over your own data
  • Document and form data extraction
  • Support and Q&A assistants grounded in your content

Workflow automation

A lot of "AI value" is really just automating the repetitive, judgment-light work that eats your week. I build small, reliable automations that quietly save hours — and I'm honest about where a plain script beats an AI one.

  • Data cleanup, tagging, and classification
  • Routine report and email drafting
  • Connecting AI to the tools you already run

Private, self-hosted models

Some data should never leave your walls. When privacy matters, I can deploy open models on your own hardware or a server I manage — so you get AI capability without sending sensitive information to a third party.

  • Local LLM deployment on your infrastructure
  • Private document search and assistants
  • No per-token bills, no data leaving your control

Not sure if AI actually fits?

That's the most useful conversation to have first. Tell me what you're trying to do and I'll give you a straight answer — including "you don't need AI for this" when that's the truth.

Ask me