~ / skills / scikit-learn

Scikit-Learn

Where I've used it:

EXPERIENCE

Assistant Professor and Researcher · University of Havana
Software Engineer · Blue Frontier
Undergraduate Student Researcher · University of Havana

PROJECTS

eHealth-KD Challenge 2021

5th-place submission for the eHealth-KD Challenge at IberLEF 2021 by the UH-MMM team. Neural models for Named Entity Recognition and Relation Extraction in Spanish medical text.

TensorFlow Keras Scikit-Learn NLP SpaCy

ML github ↗

AutoGOAL - Meta-Learning Extension

A meta-learning subsystem for AutoGOAL, an open-source AutoML framework: it learns from past experiments to predict which ML pipelines will do well on a new dataset, before training anything.

Python AutoML Meta-Learning Scikit-Learn XGBoost Machine Learning Research

ML · NLP github ↗

Negation Detection in Spanish Text

An NLP system that detects negation in Spanish text: it finds the words that express negation and works out which parts of the sentence they affect.

Python Scikit-Learn NLP Machine Learning Docker

TEACHING github ↗

Machine Learning Practical Classes

Hands-on Jupyter notebooks made for teaching machine learning at the university: practical sessions where students learn the algorithms by using them.

Python Jupyter Machine Learning Scikit-Learn Teaching