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Cristian Armando Rodríguez Consuegra

Data / ML Engineer

// cuba, cu · UTC-5

Student in Computer Engineering :)

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profile sourced from GitHub

Scouting report

From-scratch ML student: built an MLP by hand

assessed from open-source footprint

Mid
57signal

Cristian is an early-career Cuban computer-engineering student whose standout is 'MLP From Scratch' — implementing a multilayer perceptron from the underlying math rather than calling a library — plus an ECG classification learning project in Jupyter. The footprint is small (5 repos, 1 star) and clearly academic, but consistency is high (90) and the work shows real fundamentals. A promising junior data/ML pick for a team willing to invest in growth.

Authorship & open source

Solo authorwrote 100% of commits on rgz-Cristian
7 merged PRs60 commits / yr114 private contributions / yr

What they build

Data / ML63%
Backend30%
Mobile8%

Industry experience

  • Education & EdTech
  • Data, ML & AI

Signal breakdown

Originality78
Impact32
Consistency93
Polish32
Stars

1

top repo 1

Original repos

5

0% forks

Followers

8

On GitHub

2.3 yr

Live demos

0

Activity

Active

0% stale

Strengths

  • Verified author — wrote 100% of commits on rgz-Cristian
  • Original builder — 5 of their own repositories
  • Consistently active, low abandonment
  • Data / ML focus with Backend
  • Domain experience in Education & EdTech & Data, ML & AI
  • Core stack: Jupyter, Java, Python