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Scouting report
ML student shipping a clinical risk-prediction model
assessed from open-source footprint
Junior
57signal
Rocío is a focused machine-learning bet: her LCOS-Predictor (2★) builds prognostic risk factors for Low Cardiac Output Syndrome in cardiac-surgery patients — a substantive, domain-aware Jupyter project. Only 2 repos and Jupyter-only, so the surface area is small, but zero abandonment plus a competitive-programming background point to real rigor. A promising junior data/ML hire, especially for health-tech.
Authorship & open source
Solo authorwrote 100% of commits on LCOS-Predictor
3 merged PRs19 commits / yr2 external projects
Contributes to
- RafaFdezF/PS_UCLV0★
- RafaFdezF/SO_UCLV0★
What they build
Data / ML100%
Industry experience
- Health & Wellness
- Education & EdTech
- Data, ML & AI
Signal breakdown
Originality74
Impact44
Consistency88
Polish20
Stars
4
top repo 2
Original repos
2
0% forks
Followers
11
On GitHub
2.8 yr
Live demos
0
Activity
Active
0% stale
Strengths
- Verified author — wrote 100% of commits on LCOS-Predictor
- Open-source contributor — 2 external projects incl. RafaFdezF/PS_UCLV (0★)
- Consistently active, low abandonment
- Data / ML focus
- Domain experience in Health & Wellness & Education & EdTech
- Core stack: Jupyter
About
Computer Science Student | Machine Learning Enthusiast | Competitive Programmer — 2 public repositories and 11 followers on GitHub.
Skills
- Jupyter