profile sourced from GitHub
Scouting report
Prolific Cuban ML student — 255 commits, rumour-detection NLP
assessed from open-source footprint
Marian is a Data Science student at the University of Havana who ships relentlessly: 255 commits in the last year with perfect consistency and high originality across solo ML work like RumoursRumours, a rumour-detection model on the PHEME dataset using feature engineering. The repos carry no stars and the portfolio reads academic rather than production, but the Python/Jupyter throughput and discipline are real. A promising early-career hire for a data/ML team willing to mentor.
Authorship & open source
What they build
Industry experience
- Climate & Sustainability
- Education & EdTech
- Data, ML & AI
Signal breakdown
0
13
13% forks
38
3.2 yr
1
Active
23% stale
Strengths
- Verified author — wrote 100% of commits on RumoursRumours
- 25 merged pull requests
- 255 commits in the past year
- Original builder — 13 of their own repositories
- Consistently active, low abandonment
- Data / ML focus with Backend
- Domain experience in Climate & Sustainability & Education & EdTech
About
Skills
- Python
- Jupyter
- HTML
- TeX
Featured work
RumoursRumours
Rumour detection on the PHEME dataset using traditional Machine Learning and Feature Engineering, without explicit textual content.
- Jupyter
by Marian Aguilar
Keyper
Password Manager Web
- HTML
by Marian Aguilar
SkyGuard
This project focuses on the real-time capture and analysis of flight data to provide up-to-date information on air traffic, potential delays, and wea…
- TeX
by Marian Aguilar
EpiNetSim
An epidemic propagation simulator
- Python
by Marian Aguilar