NASA Exoplanet Classification: Machine Learning in the Search for Life

Working with actual NASA satellite data, I collaborated on developing machine learning models to help identify potential exoplanets - planets orbiting distant stars that might harbor life. This project combined my passion for space exploration with advanced AI applications in astronomical research.
Our team developed:
-Data preprocessing systems for raw NASA Kepler satellite data
-Multiple machine learning architectures to classify potential exoplanets
-Data augmentation techniques to improve model accuracy
-Visualization tools for light curve analysis
-Advanced classification models for processing massive astronomical datasets