Fabio Scielzo Ortiz

Professional career

• Data Scientist at IBiDat (UC3M-Santander Big Data Institute) (2024-)
• Teaching Python for Data Science at ANBAN Data Science Bootcamp (2024-)
• Research assistant in the project "Distance & Depth Data Science for Dependency" at UC3M (2023-24)
• Master degree in Big Data Analytics at UC3M (2023-24)
• Exposition of the poster "Robust Clustering and Visualization of Multivariate Heterogeneous Data" at the National Congress of Statistics (SEIO 2023)
• Python programming teacher at Academia Montero Espinosa (2023-24)
• Collaboration scholarship with Department of Statistics UC3M
• Bachelor degree in Statistics and Business at UC3M (2019-23) - Best academic record   Github

Projects

• Estadistica4all : a blog about Data Science.
• PyDistances: a Python package with new robust distances for mixed-type data: Generalized Gower, Related Metric Scaling and Robust Mahalanobis.
• FastKmedoids: a Python package with new robust and faster clustering algorithms for mixed-type datab: Fast k-medoids and q-Fold Fast k-medoids.
• PyFairnessAI: a Python package for applying a Fairness Machine Learning workflow.
• BigEDA: a Python package for Big Exploratory Data Analysis.
• PyML: a Python package with Machine Learning utils.
• PyTS: a Python package for Time Series forecasting.
• PyAudio: a package with utils for preprocessing audios in Python.
• PyImage: a package with utils for preprocessing images in Python.
• PyDL: a Python package with utils for Deep Learning.

Skills

• Statistics, Machine Learning and AI.
• Programming (skilled in Python).
• Hard worker, curious and proactive.

Contact

• Linkedin
• GitHub

Elements

i = 0;

while (!deck.isInOrder()) {
    print 'Iteration ' + i;
    deck.shuffle();
    i++;
}

print 'It took ' + i + ' iterations to sort the deck.';