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1. sp500-volatility-forecasting sp500-volatility-forecasting Public

   Optimizing S&P 500 Volatility Forecasts with Deep Learning. Achieved 61.5% improvement over ARCH benchmarks.

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2. obesity-classification-machine-learning obesity-classification-machine-learning Public

   Multi-class obesity level classification comparing SVM, Random Forest, Decision Tree, kNN, Naive Bayes, and Logistic Regression. Features GridSearchCV and Stratified Cross-Validation. Built with Py…

   Jupyter Notebook

3. nlp-pos-tagging-bilstm-transformer nlp-pos-tagging-bilstm-transformer Public

   Comparative analysis of BiLSTM and Transformer architectures for Part-of-Speech (POS) tagging. Features PyTorch, Packed Sequences, and custom sequence data loaders. Built with Python.

   Jupyter Notebook

4. architectural-style-cnn-classification architectural-style-cnn-classification Public

   Multi-class architectural style classification using custom Depthwise Separable CNNs and ResNet18. Features transfer learning and data augmentation. Built with PyTorch.

   Jupyter Notebook

5. austin-airbnb-spatial-analysis austin-airbnb-spatial-analysis Public

   Spatial clustering and geodemographic analysis of the Airbnb market in Austin, Texas. Features K-Means clustering and urban economic insights. Built with Python.

   Jupyter Notebook

6. west-africa-spatial-analysis west-africa-spatial-analysis Public

   Geospatial analysis of population density and growth dynamics (2015-2025) across West Africa using Geopandas, Rasterio, and Zonal Statistics. Built with Python.

   Jupyter Notebook