Built a soil classifier for African savannas with 60% less error using imbalanced data tricks. Turns out preprocessing Sentinel bands > throwing GPUs at the problem. The real hack? Strategic synthetic data generation. 🌍🛰️ #ML #RemoteSensing #MachineLearning #DataScience