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liam

Data / ML Engineer

// cayman islands, ky · UTC-5

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profile sourced from GitHub

Scouting report

Hobbyist Python tinkerer drawn to trading bots and small tools

assessed from open-source footprint

Junior
25signal

Liam's eight original repos lean toward Python automation experiments — a market-alert trading bot, a crash-strategy test bot, and a small JavaScript preference-matching app. The originality score (69) reflects that these are self-directed ideas rather than tutorial clones, but every repo carries zero stars, no deployments, and the account shows no commits in the past year. A seven-year-old account with no external open-source contributions and a fully abandoned project set; the read here is a curious self-starter whose public work has gone quiet rather than an active engineer.

Authorship & open source

Solo authorwrote 100% of commits on lcla-site
1 merged PRs0 commits / yr

What they build

Backend38%
Data / ML25%
Frontend20%
Systems17%

Industry experience

  • Web & CMS
  • Social & Community
  • Media & Streaming

Signal breakdown

Originality69
Impact2
Consistency20
Polish15
Stars

0

Original repos

8

20% forks

Followers

0

On GitHub

7.3 yr

Live demos

0

Activity

Quiet

100% stale

Strengths

  • Verified author — wrote 100% of commits on lcla-site
  • Original builder — 8 of their own repositories
  • Backend focus with Data / ML
  • Domain experience in Web & CMS & Social & Community
  • Core stack: Python, JavaScript, C