Ideas turned into working systems

Each case follows the same arc: a real problem, what I built to solve it, the result, and what it proves about how I work.

Problem

Build

Result

Proof

Problem: Small e-commerce sellers need clean, studio-quality product photos but can't afford a photographer or a shoot for every SKU. The open question wasn't 'can AI generate images' - it was whether the output was consistent and good enough to actually use on a storefront.
Result: A live product (shotsflowai.com) that produces usable studio-style images in seconds instead of a photo shoot's hours-to-days. The working demo answered the real question - output quality - far faster than any slide deck could.

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Deep dives on AI, automation, and how I think about building.

Have an idea like one of these?

Let's find out if it's worth building - a working demo beats a slide deck.