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Kyle E DeFreitas

Full-Stack Engineer

// canda / trinidad and tobago / st vincent and the grenadines, tt · UTC-4

Building in the open from Trinidad & Tobago. Full-Stack Engineer.

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profile sourced from GitHub

Scouting report

Veteran DevOps/ML-infra engineer, 14 years, light lately

assessed from open-source footprint

Staff
71signal

Kyle is a 14-year, 69-follower principal-level engineer focused on infrastructure and ML ops — Dockerized PredictionIO with Hadoop, Ubuntu setup scripts — across Shell, Java, Python and Jupyter with 40 merged PRs. He shows up on Block's 'goose' repo (46k★) but with only 2 commits, so treat that as a watch-list footnote rather than core impact. Recent activity is thin (3 commits last year, ~96% abandonment); a strong DevOps/data-platform fit if he's re-engaging.

Authorship & open source

Major contributorwrote 41% of commits on prediction-io-docker
40 merged PRs3 commits / yr1 external project1 reviews1,380 private contributions / yr

Contributes to

  • aaif-goose/goose46,066

What they build

Backend39%
DevOps24%
Data / ML18%
Frontend11%
Mobile7%

Industry experience

  • Education & EdTech
  • Developer Tools

Signal breakdown

Originality73
Impact100
Consistency62
Polish25
Stars

9

top repo 5

Original repos

23

38% forks

Followers

69

On GitHub

13.9 yr

Live demos

1

Activity

Active

96% stale

Strengths

  • Major contributor on their flagship repositories
  • 40 merged pull requests
  • Backend focus with DevOps
  • Domain experience in Education & EdTech & Developer Tools
  • Core stack: Shell, Java, Jupyter, JavaScript