Flood Risk Prediction Using Remote Sensing and Machine Learning — Tana River, Kenya

This project implements an end-to-end flood prediction pipeline for Tana River County, Kenya using Sentinel-2 satellite imagery from Google Earth Engine, a Random Forest machine learning model trained in Google Colab, and a Streamlit web application deployed via ngrok. The study area focuses on the April to May 2018 flood event.