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JD

Data / ML Engineer

// trinidad and tobago, tt · UTC-4

BSc. Applied Computer Science

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profile sourced from GitHub

Scouting report

Pen-testing tooling builder, but unstarred and unproven

assessed from open-source footprint

Mid
51signal

JD's most distinctive work is 'tools', a Python toolkit built for ethical-hacking and pen-testing labs, paired with a strong consistency signal (95) across 13 original repos. The honest caveats are real: zero stars, one follower, and almost no public traction yet, so the security interest is genuine but unvalidated. Best viewed as an early-career backend/security learner worth a conversation, not a senior hire.

Authorship & open source

Solo authorwrote 100% of commits on KraveSite
0 merged PRs11 commits / yr

What they build

Backend46%
Data / ML31%
Frontend22%

Industry experience

  • Security & Identity
  • Gaming
  • Data, ML & AI

Signal breakdown

Originality89
Impact4
Consistency95
Polish34
Stars

0

Original repos

13

0% forks

Followers

1

On GitHub

4 yr

Live demos

1

Activity

Active

8% stale

Strengths

  • Verified author — wrote 100% of commits on KraveSite
  • Original builder — 13 of their own repositories
  • Consistently active, low abandonment
  • Backend focus with Data / ML
  • Domain experience in Security & Identity & Gaming
  • Core stack: Python, TypeScript, JavaScript