What could you try for the first time?
After more than ten years of work,
life has become steady—almost predictable.
Having a “first time” isn’t hard;
it’s just that I don’t dare risk losing what I already have.
Still, within that stability,
there are bits of learning and creation that keep me moving.
This year, I built an MVP-level RAG system
by combining office work with late-night study,
and even turned it into a few internal training sessions.
I also self-learned how to fine-tune a YOLO vision model
and built a Taiwan license plate recognition mobile app.
(A small side note—YOLO is something our R&D team
has been talking about for years,
but somehow never actually implemented.)
Oh, and during my trip to Japan,
I had another “first time.”
My first time riding a bus alone—
because right after I tapped my phone to get on,
the driver just closed the doors and drove off,
leaving my friend still fumbling for his transit card.
Thinking back, it wasn’t bad at all.
The system runs, the model recognizes,
and I got on the bus by myself.
Maybe “first times” don’t need to be so serious.
After all, that’s how life works—
you either take the initiative,
or the door closes and takes you with it.