Nelkit Chavez
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AI & Data Science2025 · MSc Data Science @ UTS

Sydney Rain Prediction API

Sydney Rain Prediction API

Machine learning service predicting rain in 7 days (binary classification) and cumulative precipitation in 3 days (regression) for Sydney, using Open-Meteo historical data. Deployed as a containerised REST API on Render with Docker.

Tech stack

Pythonscikit-learnFastAPIDockerRenderOpen-Meteo API

Screenshots

Sydney Rain Prediction API
Sydney Rain Prediction API · Nelkit Chavez