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Michael Arias

Data / ML Engineer

// dominican republic, do · UTC-4

Building in the open from Dominican Republic. Data / ML Engineer.

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profile sourced from GitHub

Scouting report

QA-automation specialist with a long account but stalled recent activity

assessed from open-source footprint

Staff
40signal

Michael has the most established footprint in this cohort — a 12+ year account, 15 followers, and a clear QA/test-automation identity anchored by his QABoy blog and demo repos, with Selenium-focused Python projects and a 12-star top repo. That niche focus and small audience are real, distinguishing signals. The caveats matter, though: zero commits in the last year, every repo flagged abandoned, a high fork ratio, and no verified external open-source contributions. The honest picture is an experienced-leaning QA/automation profile that has gone quiet; recent, active work would be needed to confirm current engagement.

Authorship & open source

Solo authorwrote 100% of commits on Jobsity-QAChallenge
9 merged PRs0 commits / yr

What they build

Backend57%
Data / ML30%
Mobile8%
Game Dev5%

Industry experience

  • Web & CMS

Signal breakdown

Originality39
Impact67
Consistency19
Polish17
Stars

12

top repo 12

Original repos

7

65% forks

Followers

15

On GitHub

12.7 yr

Live demos

0

Activity

Quiet

100% stale

Strengths

  • Verified author — wrote 100% of commits on Jobsity-QAChallenge
  • Backend focus with Data / ML
  • Domain experience in Web & CMS
  • Core stack: Python, Java, C#