Scouting report
Marketer pivoting into data science with a coherent Jupyter portfolio
assessed from open-source footprint
Johnny brings an unusual angle, a marketing background and an MSc in Innovation Management, paired with a genuine interest in ML and data. His seven repos form the most thematically coherent set in this group: hotel-cancellation prediction, a Kaggle MLB pitch-classification competition using neural nets, sales forecasting, and data-visualization notebooks, all in Jupyter. No stars or verified external contributions, and recent commit activity has lapsed. The work is self-directed coursework-and-competition rather than production ML, but the focus and applied-problem framing are a real, distinguishing signal for an early data practitioner.
Authorship & open source
What they build
Industry experience
- Data, ML & AI
- Travel, Food & Hospitality
Signal breakdown
0
7
13% forks
2
3.8 yr
0
Quiet
100% stale
Strengths
- Verified author — wrote 100% of commits on Bank_Churn_Prediction
- Original builder — 7 of their own repositories
- Data / ML focus
- Domain experience in Data, ML & AI & Travel, Food & Hospitality
- Core stack: Jupyter
About
Skills
- Jupyter
Featured work
Hotel Cancellation Project
We have developed a model that predict when a customer would cancel his/her reservation.
- Jupyter
by Johnny David Santana Segura
Kaggle Pitching Competition
A Kaggle competition, with MLB statistics to identify if it is going to be a pitch or not, using artificial neural networks and deep learnings.
- Jupyter
by Johnny David Santana Segura
Sales Predictions
Predecir las ventas
- Jupyter
by Johnny David Santana Segura
Visualizations
Some visualization from different data frames.
- Jupyter
by Johnny David Santana Segura
Data Science
All my projects
- Jupyter
by Johnny David Santana Segura