Selected repositories. You can find more on my GitHub.
Dashboard for data quality
Shiny dashboard I built at IPA Peru to track data-quality indicators during field data collection. Shared as a reusable template with simulated data.
Causal inference with machine learning
Jupyter notebooks on potential outcomes and RCTs, Lasso and partialling out, double Lasso, causal trees, causal forests and debiased machine learning. With Jesus Soto and Franco Caceres.
Web scraping, geocoding and maps
Notebooks on web scraping with Selenium, geocoding with Google Maps, mapping with folium and geopandas, and data visualization. With Alejandro Boyco, Juan Carlos Perez and Gabriela Vidal.
Women's political participation in Peru's 2018 municipal elections
Descriptive analysis of inequality in women's political participation in the 2018 district elections, with maps and animated charts. With Valeria Levano, Andree Mavila, Cristian Serrano and Juan Carlos Perez.
Deep learning methods
Notebooks from a Deep Learning course at QLAB-PUCP: convolutional neural networks for image classification, recurrent networks, and image super-resolution with autoencoders.