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MD-Junayed000/README.md

Hi πŸ‘‹, I'm Muhammad Junayed

ML | DL | NLP Engineer | Data Enthusiast

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πŸš€ About Me

  • πŸŽ“ Pursuing B.Sc. in Electronics and Telecommunication Engineering at Chittagong University of Engineering and Technology (CUET), Bangladesh.

  • πŸ€– Passionate about Machine Learning, Deep Learning, NLP, and exploring AI applications.

  • πŸ”¬ Currently working on EEG Data Analysis, NLP, GANs, and Vision Transformers for medical and industrial applications.


πŸ› οΈ Languages and Tools:


πŸ“Œ Featured Projects:

🧠 EEG Data Analysis & Alcoholism Detection

  • πŸ“Š Goal: Classifying subjects into alcoholic and control groups using EEG signals.
  • πŸš€ Models Used: KNN, SVM
  • 🎯 Accuracy: 99%
  • πŸ”— GitHub Repo

🎨 GAN-Powered Car Image Generation

  • πŸ€– Goal: Using Generative Adversarial Networks (GANs) to generate realistic car images.
  • πŸ–ΌοΈ Dataset: 4,165 car images
  • πŸ”— GitHub Repo

πŸ–ΌοΈ Image Captioning (CNN + RNN)

  • πŸ“Έ Dataset: Flickr8K
  • πŸ† Goal: Generate text descriptions for images using a CNN encoder + RNN decoder.
  • πŸ”— GitHub Repo

πŸ’Š AroInsa Medicine Solution Website

  • 🌐 Goal: Developed an E-commerce Pharmaceutical Service Platform to streamline online medicine purchases.
  • πŸ› οΈ Tech Stack: HTML, CSS, PHP, JavaScript.
  • πŸ”— Live Website
  • πŸ”— GitHub Repo

For more projects, visit my GitHub Repositories.


πŸ“Š GitHub Stats:

GitHub Stats


⭐ Feel free to explore my work and contribute! ⭐

Popular repositories Loading

  1. WM811k-Silicon-Wafer-Map-Dataset-and-Defect-Detection-Using-CNNs-with-Grad-CAM WM811k-Silicon-Wafer-Map-Dataset-and-Defect-Detection-Using-CNNs-with-Grad-CAM Public

    - Dataset Attribution: WM811k dataset provided by [MIRLab](http://mirlab.org/dataSet/public/). - Code: Distributed under MIT License. Feel free to use and modify.

    Jupyter Notebook 5

  2. EEG-Signal-Data-Analysis-with-Machine-Learning EEG-Signal-Data-Analysis-with-Machine-Learning Public

    EEG Data Analysis and Alcoholism Detection

    Jupyter Notebook 4

  3. Aroma-Pharmacy Aroma-Pharmacy Public

    Aroma Pharmacy is a comprehensive pharmaceutical e-commerce service platform designed to provide users with an easy and secure way to browse, select, and purchase medicinal products.

    PHP 3

  4. -Car-Image-Generation-with-GANs -Car-Image-Generation-with-GANs Public

    Car Image Generation with GANs This project demonstrates the use of a Generative Adversarial Network (GAN) to generate realistic car images.

    Jupyter Notebook 3

  5. Wavelet-Transformed-EEG-Dataset-and-Vision-Transformer-Implementation Wavelet-Transformed-EEG-Dataset-and-Vision-Transformer-Implementation Public

    Wavelet-Transformed EEG Dataset and Vision Transformer Model: A project leveraging Wavelet Transforms and Vision Transformers (ViT) to classify EEG signals into alcoholic and control groups. This r…

    Jupyter Notebook 3

  6. EDGE_Project_Muhammad-Junayed_2008023 EDGE_Project_Muhammad-Junayed_2008023 Public

    Extracted Features from input images (Flickr 8k dataset) utilizing CNN Encoder which is then fed to a RNN decoder to generate a sequence of words that describe the image. β€’ The decoder is trained t…

    Jupyter Notebook 3