Data Science 2026
BMKG-Hirup - PM2.5 Air Quality Forecasting
PM2.5 air quality forecasting system using Random Forest Regressor, deployed as a full-stack web app for BMKG Yogyakarta alongside rainfall forecasting from climatology station data.
Overview
BMKG-Hirup - PM2.5 Air Quality Forecasting is a data science project by Pradana Yahya Abdillah, built in 2026. PM2.5 air quality forecasting system using Random Forest Regressor, deployed as a full-stack web app for BMKG Yogyakarta alongside rainfall forecasting from climatology station data.
Tech stack
Pythonscikit-learnFastAPIReactTime Series