Scikit-Learn

Used in

• E-Commerce Customer Churn Prediction

  Stacking ensemble that predicts which e-commerce customers will churn, deployed with a live app.

  churn_predictor.py · stack: Scikit-Learn

• Automated Email Classification Engine

  SVM spam/ham classifier with custom parsing and zero train/test leakage.

  email_classifier.py · stack: Scikit-Learn

• EHR Patient Readmission

  Predicting 30-day hospital readmission from electronic health records.

  ehr_readmission.py · stack: Scikit-Learn

• Amazon ML Challenge 2026

  Team solution for business entity resolution, ranked 287 of ~25,000 teams.

  amazon_ml_challenge.py · stack: Scikit-Learn

• DeepONet Surrogate for 1D Diffusion

  Learning the operator that maps a diffusion coefficient D(x) to the full solution u(x, t).

  deeponet_diffusion.ipynb · notebook: Scikit-Learn

• SINDy vs. ISINDy on the Lorenz System

  Recovering the Lorenz equations from data with sparse regression, and making it robust to noise.

  lorenz_sindy.ipynb · notebook: Scikit-Learn