Nicholas Cifuentes-goodbody

Data Scientist

Los Angeles, California, United States
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Summary

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Senior
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Nicholas Cifuentes-goodbody is a Data Scientist and educator based in Los Angeles with a decade of experience applying analytics and machine learning across the private sector and higher education in the US, Europe, Latin America, and the Middle East. He designs and teaches data science curriculum, revises hands-on Jupyter Notebook assignments, and blends pedagogy with practical tooling in Python (pandas, NumPy, SciPy, Bokeh), ML frameworks (TensorFlow, Keras, scikit-learn), NLP (spaCy, Gensim), and web scraping. His work spans product management and university accreditation, giving him a rare mix of technical depth and institutional strategy. Active on GitHub, he contributes curriculum-focused repos that improve decision-tree and linear-model assignments for learners. Fluent in SQL and experienced with Spark and Tableau, he builds end-to-end analytic workflows while keeping an educator’s eye for reproducibility and clarity. With a PhD in Hispanic and Latin American Literatures and Linguistics from Yale, he brings strong communication and cross-cultural insight to data projects.
code10 years of coding experience
bookDoctor of Philosophy (PhD) Hispanic and Latin American Languages Literatures and Linguistics General, Doctor of Philosophy (PhD) Hispanic and Latin American Languages Literatures and Linguistics General at Yale University
bookLetras Latinoamericanas, Letras Latinoamericanas at Universidad Veracruzana
bookBA Spanish Language and Literature, BA Spanish Language and Literature at Williams College
languagesEnglish, Spanish, French, Arabic
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Stats
243reputation
13kreached
2answers
9questions
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Github Skills (20)

python10
data-science10
scikit10
pandas10
machine-learning10
linear-regression10
scikit-learn10
decision-tree10
jupyter-notebook10
data-analysis10
regression9
logistic-regression9
eda8
exploratory-data-analysis8
csv6

Programming languages (5)

TypeScriptRCSSJupyter NotebookPython

Github contributions (5)

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Role in this project:
userData Scientist
Contributions:9 commits, 222 PRs, 33 pushes in 5 months
Contributions summary:Nicholas's commits primarily involve modifications to a Jupyter Notebook file, specifically an assignment related to decision trees. These changes include adjustments to the project's initial setup, the inclusion of necessary dependencies, and the correct import commands. The user also appears to be working through the assignment tasks, implementing the data wrangling, splitting, and baseline accuracy calculations in the notebook.
Role in this project:
userData Scientist
Contributions:8 commits, 27 PRs, 13 pushes in 7 days
Contributions summary:Nicholas revised and updated several Jupyter Notebook assignments related to linear models, ridge regression, and logistic regression. Their work included modifying existing code, potentially fixing issues, and incorporating edits, likely to reflect updated instructions or improve the clarity of the assignments. The revisions demonstrate a focus on practical applications of statistical learning techniques within a data science curriculum.
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Nicholas Cifuentes-goodbody - Data Scientist