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René Espinosa Arteaga

Data / ML Engineer

// santa clara, cu · UTC-5

Computer Science Student |Backend AI Engineer

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profile sourced from GitHub

Scouting report

Algorithms-strong CS student — OOP terminal chess in C++

assessed from open-source footprint

Senior
73signal

René is a competitive-programming-minded CS student whose best work is a multiplayer terminal chess engine in C++ (14★) and a classic graphs/strings algorithms library in Java (8★). Clean habits show in a low 22% abandonment ratio and strong consistency across Python, C++ and TypeScript. Early-career with a Backend/AI lean and genuine CS fundamentals.

Authorship & open source

Primary authorwrote 58% of commits on Terminal-Chess-Game
7 merged PRs26 commits / yr1 external project2,290 private contributions / yr

Contributes to

  • freddysae0/threejs-aim-trainer2

What they build

Data / ML41%
Backend29%
Systems19%
Frontend7%
Mobile5%

Industry experience

  • Data, ML & AI
  • Gaming
  • Climate & Sustainability

Signal breakdown

Originality73
Impact86
Consistency87
Polish33
Stars

35

top repo 14

Original repos

9

17% forks

Followers

35

On GitHub

3.1 yr

Live demos

1

Activity

Active

22% stale

Strengths

  • Verified author — wrote 58% of commits on Terminal-Chess-Game
  • Original builder — 9 of their own repositories
  • Consistently active, low abandonment
  • Data / ML focus with Backend
  • Domain experience in Data, ML & AI & Gaming
  • Core stack: Python, TypeScript, C++, Jupyter