Blog
Technical notes, implementation write-ups, and research reflections in MDX.
2025-08-15 · 10 min read
Speech Emotion Recognition
An overview of the speech emotion recognition workflow, including audio preprocessing, MFCC features, neural-network modeling, and evaluation.
Speech AIDeep LearningTensorFlowPyTorchLibrosa
Read post2025-06-20 · 12 min read
Brain MRI Tumor Segmentation
Experiments with volumetric brain tumor segmentation using 3D U-Net, EfficientNet encoders, patch-based training, and validation metrics.
Medical AIComputer VisionPyTorch3D U-NetBraTS
Read post2025-04-10 · 12 min read
Weather Prediction with City-Specific Models
Lessons from building a weather prediction pipeline using historical observations, lag-based features, and XGBoost models.
Machine LearningXGBoostTime SeriesPython
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