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  1. Genomic-Data-Privacy-Simulation Genomic-Data-Privacy-Simulation Public

    End to end sim for secure GWAS and PGS benchmarking. Uses 1000G based genotypes, with synthetic T2D and BMI traits from the PGS catalog. Compares baseline, differential privacy, and federated learn…

    R

  2. Brain-Tumor-fMRI-Classification Brain-Tumor-fMRI-Classification Public

    MRI brain tumor classifier with logistic baseline and a CNN. Trained on 2,870 images with preprocessing, evaluation, ROC, and confusion matrix. CNN ~86% accuracy overall. Pituitary tumors: precisio…

    Jupyter Notebook

  3. Interstitial-Lung-Disease-Biomarker-Discovery Interstitial-Lung-Disease-Biomarker-Discovery Public

    Interstitial lung disease biomarker discovery using DIABLO. Integrates DNA methylation, transcriptome, and proteome. 30k features from 23 cases and 83 controls. Supervised learning model maximizing…

  4. Credit-Union-Member-Conversion Credit-Union-Member-Conversion Public

    Predicting banking member conversion from auto loans for a local credit union. Team consulting project using Snowflake, EDA, logistic regression, and SVM. Reaches 93 percent accuracy and delivers a…

    Jupyter Notebook

  5. Misc Misc Public

    Collection of smaller projects and assignments, organized by language.

    Jupyter Notebook

  6. Proofs Proofs Public

    Hand written work of some ML, stats, and other math proofs.