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Pokey8680

Data / ML Engineer

// jamaica, jm · UTC-5

Building in the open from Jamaica. Data / ML Engineer.

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profile sourced from GitHub

Scouting report

Jamaican Android/Treble GSI tinkerer working in Shell on device firmware

assessed from open-source footprint

Mid
47signal

Pokey8680 is a Jamaican developer focused on low-level Android GSI/Treble device hacking in Shell. Real authored projects include Lionfish, a tool for updating PHH-based GSIs without fastbootd (3 stars), and a54x-gsi-overlay for the Galaxy A54. The portfolio is small (4 original repos) with a healthy 0 abandoned ratio and consistent activity, but a 0.5 fork ratio and low overall commit count keep it a niche, early-stage profile in a specialized domain.

Authorship & open source

Solo authorwrote 100% of commits on Lionfish
3 merged PRs1 commits / yr

What they build

DevOps68%
Backend16%
Data / ML16%

Industry experience

  • IoT & Hardware

Signal breakdown

Originality44
Impact37
Consistency89
Polish20
Stars

4

top repo 3

Original repos

4

50% forks

Followers

2

On GitHub

2.3 yr

Live demos

0

Activity

Active

0% stale

Strengths

  • Verified author — wrote 100% of commits on Lionfish
  • Consistently active, low abandonment
  • DevOps focus with Backend
  • Domain experience in IoT & Hardware
  • Core stack: Shell, Python

About

Data / ML Engineer from Jamaica, active on GitHub with 8 public repositories and 2 followers. Explore the work and reach out on GitHub.

Skills

  • Shell
  • Python

Featured work