Predictive models and creative data visualization

Stability of Credit Risk Modeling
Stability of Credit Risk Modeling

From a Kaggle competition, the objective of this project is to predict the probability of default of a client, considering the stability of the model over time.

Data Scientist
Financial Analyst
Jupyter
Python

Prediction of Emission Factors  in Power Plants in Chile
Prediction of Emission Factors in Power Plants in Chile

A dataset with hourly measurements from 2016 to 2018 was used to create a model to estimate the emission factor of power plants in Chile.

Data Scientist
Data Visualizer
Technical Writer
Python

Probabilistic Classification of Epileptic Patterns
Probabilistic Classification of Epileptic Patterns

This study is based on a Kaggle competition. It aims to estimate the probability that a 10-second EEG sample belongs to one of 6 patterns.

Data Scientist
Data Analyst
Technical Writer
Python