Helping businesses use AI
to save money & reclaim their time.
Data & AI Engineer, entrepreneur. From Amsterdam, based in Lisbon. I build tools and systems that make AI work in practice.
Occasional posts on AI, building, and what I'm learning. No spam.
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Why AI tools fail in production
Most AI features demo well but break in real use. Here's why, and what to do about it.
Building an Outlook add-in with React
What I learned building Mailreplai — an AI email assistant that lives inside Outlook.
Shipping fast as a solo builder
How I go from idea to live product in under a week — tools, workflow, and mindset.