
From digital transformation in manufacturing, to building Agentic products at a cybersecurity company, to my own small projects and operations systems — exactly what Steve Jobs called "You can't connect the dots looking forward; you can only connect them looking backward." Sometimes you have to look back before any of it makes sense.
Through all of it, the thing that never let me stop being curious is this: just how wild markets and people can be. We keep racing toward a cyberpunk future, and at the same time we miss the vintage one — the one before AI, before the internet.
People are wild. And I'm one of them.
Both running and hiking are ways I train patience and willpower. The mountain teaches me to appreciate flat ground when I come back down. Running teaches me to slow down enough to see the road I am already on.





I also draw pixel art characters and publish them as LINE sticker sets.