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Manuel Vilas Valiente

Backend Engineer

// havana/cuba, cu · UTC-5

PhD. Student in Computer Science

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profile sourced from GitHub

Scouting report

Cuban CS PhD student building Python information-retrieval and recommendation engines

assessed from open-source footprint

Staff
44signal

Havana-based backend and ML developer with 8 original Python/Jupyter repos, leaning into data and retrieval work. Named projects like IRAM (a text information-retrieval system) and a graph-based recipe recommendation engine reflect a genuine academic focus. Evidence is early-stage: no stars, no followers traction yet, and a high abandoned-repo ratio (0.63), so this reads as a researcher's exploratory portfolio rather than maintained production software.

Authorship & open source

Solo authorwrote 100% of commits on todo-genius
58 merged PRs12 commits / yr1 external project

Contributes to

  • m-aleem/go-concurrency-encoding0

What they build

Data / ML40%
Backend36%
Mobile20%

Industry experience

  • Data, ML & AI
  • Productivity & SaaS

Signal breakdown

Originality58
Impact30
Consistency68
Polish20
Stars

0

Original repos

8

38% forks

Followers

13

On GitHub

6.2 yr

Live demos

0

Activity

Active

63% stale

Strengths

  • Verified author — wrote 100% of commits on todo-genius
  • 58 merged pull requests
  • Data / ML focus with Backend
  • Domain experience in Data, ML & AI & Productivity & SaaS
  • Core stack: Python, Jupyter, Dart, Go