luis@data:~$ ls projects/
Projects
Things I build and ship: data pipelines, cloud experiments and applied AI. New ones land here as I finish them.
Shift2Data
A site and weekly newsletter about data and AI, built as a static Astro site with an automated publishing workflow.
Astro, React, Tailwind CSS, Firebase Hosting, GitHub Actions, MailerLite
Casting defect classifier
A convolutional neural network that classifies photos of industrial casting products as defective or OK, reaching 94.8% validation accuracy.
Python, TensorFlow, Keras, Kaggle
Google Trends data with pytrends
A hands-on notebook that shows how to pull Google Trends data in Python with pytrends, method by method.
Python, pytrends, pandas, Kaggle
Mexican Pueblos Mágicos, exploratory analysis
An exploratory data analysis of Mexico's Pueblos Mágicos: population, distribution by state and a K-Means clustering of their locations.
Python, pandas, scikit-learn, Kaggle