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Manuel Alvarez-Rios

Data / ML Engineer

// puerto rico, pr · UTC-4

Undergraduate Computer Science Student UPRRP

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profile sourced from GitHub

Scouting report

CS undergrad with a real research-internship data project

assessed from open-source footprint

Senior
20signal

A computer-science undergraduate at UPRRP (the inflated 'Senior' label doesn't match the dormant account) working in JavaScript and Jupyter on data/ML problems. The standout is genuine context: a dyspnea/ICU analysis built during a 2019 University of Pittsburgh summer internship on MIMIC-III data, plus a COVID-era hand-washing demo. Note that the ten merged PRs are against his own repositories — externalRepoCount is zero, so there is no verified external OSS — and there are no commits in the past year. Still, the applied research exposure and clinical-data focus give him more concrete signal than most of this cohort.

Authorship & open source

Solo authorwrote 100% of commits on covid_demo
10 merged PRs0 commits / yr

What they build

Data / ML50%
Frontend30%
Backend20%

Industry experience

  • Education & EdTech

Signal breakdown

Originality22
Impact13
Consistency14
Polish40
Stars

0

Original repos

2

80% forks

Followers

1

On GitHub

7.9 yr

Live demos

0

Activity

Quiet

100% stale

Strengths

  • Verified author — wrote 100% of commits on covid_demo
  • 10 merged pull requests
  • Data / ML focus with Frontend
  • Domain experience in Education & EdTech
  • Core stack: JavaScript, Jupyter

About

Undergraduate Computer Science Student UPRRP — 10 public repositories and 1 followers on GitHub.

Skills

  • JavaScript
  • Jupyter

Featured work