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1. appfl-bio-suite appfl-bio-suite Public

   Cross-silo federated learning experiments in computational biology: FLamby heart disease, federated GWAS, and cross-ancestry fine-mapping — built on APPFL and Globus Compute. Partners train on thei…

   Python

2. 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

3. 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

4. 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…

5. Proofs Proofs Public

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

6. SP-500-Time-Series-Forecasting-Analysis SP-500-Time-Series-Forecasting-Analysis Public

   SPY-Time-Series-Forecasting: A comparative analysis of statistical (ARIMA, Holt’s) vs. machine learning (LightGBM, Prophet) models for forecasting S&P 500 daily prices, utilizing macroeconomic feat…