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José F. Reyes-Santana

Data / ML Engineer

// san juan, pr · UTC-4

Building in the open from Puerto Rico. Data / ML Engineer.

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profile sourced from GitHub

Scouting report

Long-tenured tinkerer in IoT and aquarium-controller hardware

assessed from open-source footprint

Senior
40signal

José's standout thread is physical-computing: a fork of the reef-pi aquarium controller, ESP8266/Arduino samples, and a home-agent project, plus an MDX documentation effort for an elder-care "cognitive infrastructure" concept. The breadth across embedded, backend and docs over a 13-year-old account is genuinely distinctive. Two cautions: the headline projects are largely forks or early-stage, and although the packet shows merged PRs, verified external open-source contributions are zero. An interesting hardware-leaning generalist whose original output remains light.

Authorship & open source

Major contributorwrote 13% of commits on paha
4 merged PRs5 commits / yr

What they build

Backend43%
Frontend40%
Data / ML16%

Industry experience

  • Education & EdTech
  • Data, ML & AI

Signal breakdown

Originality47
Impact21
Consistency64
Polish40
Stars

1

top repo 1

Original repos

6

40% forks

Followers

1

On GitHub

13.1 yr

Live demos

0

Activity

Active

67% stale

Strengths

  • Major contributor on their flagship repositories
  • Backend focus with Frontend
  • Domain experience in Education & EdTech & Data, ML & AI
  • Core stack: JavaScript, Python, MDX, Arduino