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Marian S.

Data / ML Engineer

// havana, cu · UTC-5

always learning 💻

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profile sourced from GitHub

Scouting report

Distributed-systems student — built a distributed scraper

assessed from open-source footprint

Staff
60signal

Marian's interesting work is a Distributed Scraper in Python (a real distributed-systems exercise) and Backoffice Seguros, an insurance admin system — academic-flavored but substantive projects backed by a strong consistency score (91) and low abandonment (0.21). Stars are minimal (5 total, max 1) and the profile reads university/early-career across Python, Jupyter, C and TeX. Promising junior-to-mid data/ML and backend talent who finishes what she starts.

Authorship & open source

Primary authorwrote 56% of commits on Distributed-Scraper
24 merged PRs9 commits / yr12 private contributions / yr

What they build

Data / ML40%
Backend30%
Systems20%
Frontend6%

Industry experience

  • Education & EdTech
  • Data, ML & AI

Signal breakdown

Originality76
Impact48
Consistency91
Polish23
Stars

5

top repo 1

Original repos

14

22% forks

Followers

8

On GitHub

6 yr

Live demos

0

Activity

Active

21% stale

Strengths

  • Verified author — wrote 56% of commits on Distributed-Scraper
  • 24 merged pull requests
  • Original builder — 14 of their own repositories
  • Consistently active, low abandonment
  • Data / ML focus with Backend
  • Domain experience in Education & EdTech & Data, ML & AI
  • Core stack: Python, Jupyter, C, TeX