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  1. clinical-triage-classifier clinical-triage-classifier Public

    This project outlines from scratch implementation of softmax regression which utilises softmax function to even out probabilities across k classes and cross entropy loss as loss function which were…

    Jupyter Notebook

  2. Food-Delivery-Time-Estimation Food-Delivery-Time-Estimation Public

    Predicting food delivery times using raw linear algebra. A deep dive into building Custom Linear Regression models (Normal Eq, Ridge, BGD) from scratch, handling categorical anomalies, and using in…

    Jupyter Notebook

  3. Predict-Credit-Card-Default Predict-Credit-Card-Default Public

    This project aims to predict whether a given customer is a good customer or a defaulter using Logistic Regression machine learning model built from scratch.

    Jupyter Notebook

  4. Automated_RCA Automated_RCA Public

    A pure NumPy, dependency-free implementation of a LightGBM-style Fast-Histogram Decision Tree for real-time cloud anomaly detection and Root Cause Analysis.

    Jupyter Notebook

  5. knn-fraud-detection knn-fraud-detection Public

    This project is built to detect a transaction to be either fraudulent or legit. It has two implementations. Standard implementation with from-scratch KNN logic (Euclidean distance)and another one w…

    Jupyter Notebook