Blog

Notes on what I build and what I learn along the way.

10 October 20262 min read
git checkout ‑b october
September was chaos and October opened with a startup. What hooks me changes almost every month; wanting to go far does not.
- career
- startups
12 September 20268 min read
Chronicle of an ANFAIA Summer Grant, 2026
Two months building a data format for dentistry with ANFAIA and HISTORA. If you ask me what I'm taking away, the answer isn't the repository: it's the people who reviewed it.
11 September 20262 min read
I said no. A year later, they said it to me.
My proposal to host a NASA hackathon in Ourense was accepted, and I turned it down. A year later I applied again, and this time the no came from them.
- community
- hackathons
18 August 20264 min read
We scanned the same mouth twice, minutes apart. The software reported a 2 mm tooth movement.
Nothing had moved between the two scans, so every millimetre the pipeline reported was noise. Measuring the noise first is what turns a displacement figure into something you can act on.
1 August 20265 min read
The model recognizes the tooth. What it can't do is count.
A Point Transformer numbers 93% of teeth from surface geometry alone. Almost every failure is the same one: the right tooth with the number shifted by one position.

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