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DustinVII

Data / ML Engineer

// suriname, sr Β· UTC-3

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profile sourced from GitHub

Scouting report

Windows automation hobbyist β€” scripts that actually get finished

assessed from open-source footprint

Senior
65signal

Dustin's niche is Windows tooling: small, practical PowerShell/batch utilities (context-menu registry edits, a Win11 LAN-share script) that he tends to finish rather than abandon (just 8% abandoned, 77 commits last year). Impact is genuinely low (29) β€” one star total and the projects are personal conveniences, and his JavaSim external commits (6) are to a 0-star repo. A dependable scripter whose public work doesn't yet demonstrate production-scale engineering.

Authorship & open source

Solo authorwrote 100% of commits on context-menu-edits
0 merged PRs77 commits / yr1 external project410 private contributions / yr

Contributes to

  • mosterdlover/JavaSim0β˜…

What they build

Backend44%
Frontend17%
Data / ML14%
DevOps9%
Systems9%

Industry experience

  • Gaming
  • Data, ML & AI
  • Developer Tools

Signal breakdown

Originality89
Impact29
Consistency99
Polish58
Stars

1

top repo 1

Original repos

13

0% forks

Followers

16

On GitHub

7.7 yr

Live demos

3

Activity

Active

8% stale

Strengths

  • Verified author β€” wrote 100% of commits on context-menu-edits
  • Original builder β€” 13 of their own repositories
  • Ships to production β€” 3 live demos
  • Consistently active, low abandonment
  • Backend focus with Frontend
  • Domain experience in Gaming & Data, ML & AI
  • Core stack: PowerShell, PHP, JavaScript, Java