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Johnny David Santana Segura

Data / ML Engineer

// dominican republic, do · UTC-4

I am a marketer with an MSc in Innovation Management and Entrepreneurship, who loves ML and Dat…

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Scouting report

Marketer pivoting into data science with a coherent Jupyter portfolio

assessed from open-source footprint

Junior
30signal

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

Solo authorwrote 100% of commits on Bank_Churn_Prediction
0 merged PRs0 commits / yr

What they build

Data / ML100%

Industry experience

  • Data, ML & AI
  • Travel, Food & Hospitality

Signal breakdown

Originality72
Impact7
Consistency19
Polish29
Stars

0

Original repos

7

13% forks

Followers

2

On GitHub

3.8 yr

Live demos

0

Activity

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