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  1. needle-autograd-from-scratchneedle-autograd-from-scratchPublic

    Built an automatic differentiation engine and neural network library in Python, fully from scratch. Project incorporated reverse-mode AD, computational graphs, SGD/Adam for optimization, tied toget…

    Python

  2. viasat-nlpmodel-recreationviasat-nlpmodel-recreationPublic

    Recreated an NLP-based failure classification pipeline inspired by internship work, predicting component failure categories from customer complaint data using machine learning and text analytics.

    Jupyter Notebook

  3. review-authenticity-detectionreview-authenticity-detectionPublic

    Designed and evaluated machine learning models for Amazon review authenticity detection using NLP, feature engineering, and predictive analytics.

    Jupyter Notebook

  4. thoughtflowthoughtflowPublic

    Full-stack app that captures and organizes thoughts natively, with offline-first architecture (service worker cache + localStorage), a local deterministic organizer that runs without any API depend…

    JavaScript