Pinned Loading

1. MalHyStack_Malware-Analysis-with-Stack-Ensemble MalHyStack_Malware-Analysis-with-Stack-Ensemble Public

   MalHyStack is a hybrid classification model for detecting obfuscated malware in network traffic. It combines machine learning (ExtraTrees, XgBoost, Random Forest) and deep learning, using Pearson c…

   Jupyter Notebook 1

2. ML-Project ML-Project Public

   This repository contains code, data, and documentation for various machine learning projects aimed at solving real-world problems. Each project focuses on different techniques and applications, pro…

   Jupyter Notebook

3. MSc-Projects MSc-Projects Public

   This repository contains all the key projects, research work, and implementations I developed during my M.Sc. in Applied Statistics and Data Science at Jahangirnagar University, Dhaka, Bangladesh.

   Jupyter Notebook

4. FakeNewsDetection-TweetGuard FakeNewsDetection-TweetGuard Public

   TweetGuard combines Transformer and Bi-LSTM architectures to detect fake news on Twitter. Using the 'TruthSeeker' dataset and BERTweet tokenization, it outperforms traditional models, setting a new…

   Jupyter Notebook

5. FraudDetection-SupplyChain FraudDetection-SupplyChain Public

   This project presents a deep learning model for fraud detection in supply chain networks, using PCA for dimensionality reduction, Bayesian optimization, and SMOTE for class imbalance. The model ach…

   Jupyter Notebook

6. Pizza-Resturant-Website Pizza-Resturant-Website Public

   Developed a dynamic restaurant website enabling customers to order food online, like pizza 🍕, using HTML, CSS, Bootstrap and JavaScript for the frontend, along with ASPX.NET, SQL, C# Server for bac…

   CSS