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1. Numpy-Native-Regression-Toolkit Numpy-Native-Regression-Toolkit Public

   Algorithmic implementation of Multivariate Linear Regression built entirely with NumPy, featuring Ridge (L2) Regularization and Early Stopping via Batch Gradient Descent. Includes a robust preproce…

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2. End-to-End-Abstractive-NLP-Pipeline End-to-End-Abstractive-NLP-Pipeline Public

   Complete MLOps pipeline for Abstractive Text Summarization using Hugging Face's BART-base model, fine-tuned on the scientific_papers/arxiv dataset. Features include structured training, ROUGE/BERTS…

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3. Advanced-Image-Classifier Advanced-Image-Classifier Public

   Modular implementation of a Convolutional Neural Network (CNN) architecture built natively with PyTorch, trained and validated on the CIFAR-10 dataset. Demonstrates core deep learning fundamentals,…

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4. Misinformation-Classifier Misinformation-Classifier Public

   Advanced NLP MLOps pipeline for misinformation detection, utilizing RoBERTa with LoRA (PEFT) for efficient fine-tuning. This project focuses on cross-domain generalization across the FakeNews-Kaggl…

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