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1. needle-autograd-from-scratch needle-autograd-from-scratch Public

   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-recreation viasat-nlpmodel-recreation Public

   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-detection review-authenticity-detection Public

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

   Jupyter Notebook

4. housing-price-prediction housing-price-prediction Public

   An end-to-end machine learning pipeline for residential property valuation. Uses extensive feature engineering, exploratory analysis, and predictive modeling techniques to estimate housing prices a…

   Jupyter Notebook