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needle-autograd-from-scratch
needle-autograd-from-scratch PublicBuilt 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
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viasat-nlpmodel-recreation
viasat-nlpmodel-recreation PublicRecreated 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
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review-authenticity-detection
review-authenticity-detection PublicDesigned and evaluated machine learning models for Amazon review authenticity detection using NLP, feature engineering, and predictive analytics.
Jupyter Notebook
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thoughtflow
thoughtflow PublicFull-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
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