Demos
Interactive machine learning experiments — each one backed by a real trained model and real data. Locally the models run as TypeScript mocks; in production they hit AWS Lambda endpoints running scikit-learn or Bedrock.
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House Price Predictor
Predicts house prices based on square footage, bedrooms, bathrooms, and location tier. Linear regression model served via AWS Lambda + scikit-learn in production.
Linear Regression scikit-learn AWS Lambda -
COVID-19: ¿Podría haber muerto?
Estimates mortality probability for a confirmed COVID-19 case based on age, sex, and comorbidities. Logistic regression trained on real open data from DGE/SSA México (ROC-AUC 0.7536).
Logistic Regression SSA Open Data Public Health