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1. Finite-Element-Analysis-Portfolio Finite-Element-Analysis-Portfolio Public

   Finite Element Analysis (FEA) of cantilever concrete beams with geometric discontinuities (circular vs. square holes) using ABAQUS. Comparison with Euler-Bernoulli beam theory. Developed at Columbi…

   MATLAB

2. frog-tail-roc frog-tail-roc Public

   Identifying Regenerative Organizing Cells (ROCs) in Xenopus laevis tail scRNA-seq using comparative clustering, denoising, and batch integration algorithms. Developed at Columbia University.

   Jupyter Notebook

3. ML-for-Slime ML-for-Slime Public

   Using Convolutional Neural Networks (CNNs) to predict Dictyostelium (slime mold) aggregation centers from early microscopy frames. Developed at Columbia University.

   Jupyter Notebook

4. Single-Cell-Analysis-in-Myasthenia-Gravis Single-Cell-Analysis-in-Myasthenia-Gravis Public

   Benchmarking deep generative models (scVI) vs. classical baselines (PCA, MOFA+) for scRNA-seq analysis in Myasthenia Gravis. Developed at Columbia University.

   Jupyter Notebook

5. deep-learning-image-classification deep-learning-image-classification Public

   Deep Learning project for image classification. Comparative analysis of three architectures: a custom CNN from scratch, VGG16, and ResNet50. Includes data augmentation, performance evaluation, and …

   Jupyter Notebook

6. credit-risk-prediction credit-risk-prediction Public

   Pipeline end-to-end de Machine Learning para la predicción de riesgo de impago bancario (Credit Risk). Optimizado para clases desbalanceadas maximizando el Recall y PR-AUC.

   Jupyter Notebook