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  1. Batch-Effect-CorrectionBatch-Effect-CorrectionPublic

    Evaluation of batch-effect correction methods for pancreatic single-cell RNA-seq data.

    R

  2. Credit-Card-Fraud-DetectionCredit-Card-Fraud-DetectionPublic

    An end-to-end machine learning pipeline for detecting fraudulent credit card transactions using advanced resampling techniques and ensemble modeling strategies.

    Jupyter Notebook 2

  3. NYC-Taxi-Trip-Duration-PredictionNYC-Taxi-Trip-Duration-PredictionPublic

    This project predicts the duration of taxi trips in New York City using supervised machine learning, with a strong emphasis on feature engineering, model comparison, and real-world deployment.

    Jupyter Notebook

  4. wearable-cardiac-risk-screeningwearable-cardiac-risk-screeningPublic

    Evaluates the feasibility of using consumer wearable–compatible data for early coronary artery disease screening through logistic regression and comparison with full clinical models.

    R