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Vladimir Curiel

Full-Stack Engineer

// dominican republic, do · UTC-4

Computer Science Engineer | Software Eng. | Data Eng. | Data Science | AI

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profile sourced from GitHub

Scouting report

Polished data/ML engineer — NLP retrieval system, offline WebLLM

assessed from open-source footprint

Staff
81signal

Vladimir is the most polish-forward profile here (polish 75, consistency 100) with a data/AI bent: an NLP information-retrieval system (NLTK/sklearn) and LocAI, an offline-capable WebLLM web client using service workers. Total stars are very low (4), so external traction is minimal, but the work is well-presented across a TypeScript/Python/Jupyter stack with a live site. A strong fit for data-engineering and AI-leaning product teams that value clean, deployable craft.

Authorship & open source

Solo authorwrote 100% of commits on information-retrieval-system
64 merged PRs1,205 commits / yr7 external projects13 reviews

Contributes to

  • joseantt/inventory-management-qa1
  • LogicMateBot/LogicMate-v31
  • BarcampRD/barcamp20250
  • One5D/orbit-web0

What they build

Frontend40%
Data / ML24%
Backend23%
DevOps7%
Mobile7%

Industry experience

  • Data, ML & AI
  • Web & CMS
  • Education & EdTech

Signal breakdown

Originality88
Impact66
Consistency100
Polish75
Stars

4

top repo 2

Original repos

17

11% forks

Followers

29

On GitHub

5.2 yr

Live demos

9

Activity

Active

0% stale

Strengths

  • Verified author — wrote 100% of commits on information-retrieval-system
  • Open-source contributor — 7 external projects incl. joseantt/inventory-management-qa (1★)
  • 64 merged pull requests
  • 1,205 commits in the past year
  • Original builder — 17 of their own repositories
  • Ships to production — 9 live demos
  • Consistently active, low abandonment