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Natanael Santiago

Full-Stack Engineer

// puerto rico, pr · UTC-4

Computer Engineer. UPRM '24. Diving deeper into ML and AI

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profile sourced from GitHub

Scouting report

UPRM '24 engineer pivoting to ML; many repos, mostly forks

assessed from open-source footprint

Mid
30signal

Natanael Santiago is a 2024 UPRM Computer Engineering grad moving into ML/AI, and his account is the busiest by volume — 50 public repos — though most are forks (high fork ratio) and the original set centers on Ironhack bootcamp labs, Jupyter notebooks, a ChirpStack/Docker setup, and an AI-course portfolio page. There's encouraging range here across data, a little DevOps, and frontend, plus four deployed items. Tempering it: despite a 'Mid' label the account shows no commits in the last year, zero stars, and no external OSS contributions, so this reads as a strong learner mid-pivot rather than a proven mid-level engineer.

Authorship & open source

Solo authorwrote 100% of commits on CV
2 merged PRs0 commits / yr

What they build

Data / ML33%
Frontend28%
DevOps17%
Backend17%
Design5%

Industry experience

  • Education & EdTech
  • Data, ML & AI
  • Web & CMS

Signal breakdown

Originality25
Impact14
Consistency36
Polish58
Stars

0

Original repos

7

86% forks

Followers

4

On GitHub

5.4 yr

Live demos

4

Activity

Quiet

57% stale

Strengths

  • Verified author — wrote 100% of commits on CV
  • Ships to production — 4 live demos
  • Data / ML focus with Frontend
  • Domain experience in Education & EdTech & Data, ML & AI
  • Core stack: Jupyter, HTML, Shell, CSS