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1. CyberInstructor_Chatbot CyberInstructor_Chatbot Public

   CyberInstructor is an LLM-powered conversational AI chatbot that provides interactive cybersecurity learning, answers questions, and offers guidance in real-time. Designed for both beginners and pr…

   Python

2. LeNet-5-MNIST-CV LeNet-5-MNIST-CV Public

   This project implements the classical LeNet-5 CNN for MNIST digit classification using PyTorch. It covers a complete pipeline from data preprocessing to deployment. The model achieves ~98.8% test a…

   Jupyter Notebook

3. Predict_Future_stock_Prices Predict_Future_stock_Prices Public

   stock price prediction using machine learning models for short-term forecasting based on historical market data.

   Jupyter Notebook

4. AlexNet-Cifer10 AlexNet-Cifer10 Public

   Modified AlexNet-based PyTorch model for CIFAR-10 classification with modern training techniques (label smoothing, dropout, LR scheduling). Achieves ~88.63% test accuracy and includes a Gradio-base…

   Jupyter Notebook

5. bert-ag-news-classification-system bert-ag-news-classification-system Public

   This project fine-tunes a BERT model on the AG News dataset for supervised news topic classification using pretrained contextual embeddings. The trained model is deployed as a live AI application f…

   Jupyter Notebook

6. telco-customer-churn-classifier telco-customer-churn-classifier Public

   This project builds an end-to-end machine learning pipeline to predict customer churn using the Telco dataset. It applies real-world data preprocessing, feature engineering, and multiple ML models …

   Jupyter Notebook