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Luis J. Berrios

Data / ML Engineer

// puerto rico, pr · UTC-4

Computer Science BSc @ University of Puerto Rico-Bayamon

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profile sourced from GitHub

Scouting report

UPR-Bayamon CS student with unusually varied, ambitious projects

assessed from open-source footprint

Junior
38signal

Despite zero stars, Luis stands out for the range and ambition of his coursework projects. They include rootsage, an IoT-plus-machine-learning soil-monitoring capstone in Python/Flask; a multiplayer trivia game built on Java virtual threads and sockets; an Oracle/PLSQL database design for a comic-store chain; and a couple of Minecraft plugins. That spread across concurrency, IoT, ML and database design shows real curiosity and breadth for a CS BSc student. The caveat is cadence, just one commit in the last year and no external open-source contributions, so the activity is low even if the project portfolio is genuinely interesting.

Authorship & open source

Solo authorwrote 100% of commits on rootsage
0 merged PRs1 commits / yr

What they build

Backend57%
Data / ML24%
Mobile20%

Industry experience

  • Gaming
  • Education & EdTech
  • E-commerce & Retail

Signal breakdown

Originality78
Impact7
Consistency41
Polish40
Stars

0

Original repos

5

0% forks

Followers

2

On GitHub

10 yr

Live demos

0

Activity

Quiet

40% stale

Strengths

  • Verified author — wrote 100% of commits on rootsage
  • Original builder — 5 of their own repositories
  • Backend focus with Data / ML
  • Domain experience in Gaming & Education & EdTech
  • Core stack: Java, Python, PLSQL