Projects Portfolio

Covid-19 is the most fatal disease in 21^st century and is declared as Global pandemic by WHO. The only cure of this deadly disease is to maintain social distance and keeping hygenic environment.

I made this web app to track the covid-19 disease affected on globally. Here I use Javascript to call API and processed the data with fetch method. Here I introduced some key features described briefly following.

• Automatic detect one's country and show the result. You can change it by clicking the change button.
• You can see the global map which states have been how much affected with statistics.
• You can make comparison between any two countries and see the comparison statistics with chart.
• Statistical View
• Friendly User Interface (UI)

Here I act as Project Planner and want to contribute to the society.

Lets Learn Together is my personal blog where I try to share my knowledge and experience to avid learners who want to do something by themselves. As I'm very much keen to know new technology and techniques I think about this blog to make usable for all.

As it can be already identified I am the owner and do all the stuffs by myself. I like to reveal some key features of the blog:

• To make comment login must be needed
• Email Verification
• Users Can Subscribe to NewsLetter to notify to the new posts
• Have all users details secured and structured way
• Category to all posts

Here I act as Blogger, DBA and Planner

Currently I am working on this project for a school. I like to reveal some of its features like:

• Online Admission Portal
• Managing Each Student Individual Data and Result
• Building Front-end Design for the school

Here I work as Team Leader, Planner and Database Designer

This is an ecommerce template which I built on my first semester. It was my first project as a front-end designer in my career. Here I use only HTML, CSS and Javascript.

I like to point out some features of this project:

• Provided Image Slider using Javascript
• Gallery View
• Custom Advertisement

I keep this project as it is without any improvement because I like to see my beginning over and over again. I hope you like the demo and see it as a new-bie web developer

It's a binary classification model defining whether the given chest x-ray image is normal or affected by Covid-19. Here I show different types of pretrained model like VGG16, InceptionV3, ResNet, DenseNet.

Some key points of this model are:

• Can compare the stability among these models
• Dataset Analysis
• Provide Customization to these models

Here I learn dealing with less dataset and inner-differ architectural behaviour of different models.

It's a binary classification model defining whether the given chest x-ray image is normal or affected by Pneumonia. I use a pretrained model to train up the whole image dataset.

Some key points of this model are:

• Got accuracy - 96%
• Data Augmentation - Image generator
• Provide Customization VGG16 model
• Normalization

Here I learn dealing with less dataset and image augmentation. Besides how to customly define a pretrained model.

It is important that credit card companies are able to recognize fraudulent credit card transactions so that customers are not charged for items that they did not purchase. So I tried on credit card fraud detection dataset from Kaggle to detect the fraud cases. It is basically a categorical implementation to detect normal and fraud transactions.

Here I implemented three algorithms IsolationForest, LocalOutlierFactor, RandomForest and Artificial Neural Network (ANN). The highlighted remarks of this project is:

• Comparison between static algorithms and neural network architectural algorithms
• ANN performs better than IsolationForest and RandomForest
• Dataset Analysis

As I am very much curious to learn and aware of network threats and security, so I like coding new stuffs gaining knowledge from different sources. I made this attack using Python version 3.7.

The key points I like to share of my project are:

• Custom input to the target server IP
• Customize the sending packets and timings

A keylogger, sometimes called a keystroke logger or system monitor, is a type of surveillance technology used to monitor and record each keystroke typed on a specific computer's keyboard. Intruders use keyloggers to steal personal information which they can then sell or use for own profit.

I made this keylogger attack using Python script. After running it, any keystroke can be traced by the script automatically. The key features of it:

• All keystrokes are traced and note down on a text file
• This keylogger works behind the any app automatically