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Explore the detection and prediction of Halo Coronal Mass Ejections (CMEs) using Aditya-L1's Solar Wind Ion Spectrometer (SWIS) data. This project processes Level-2 data with Python to develop an early warning system for space weather, validated against the CACTUS database.