Computer Engineer || AI/ML/NLP/Data Science || Web Developer

Project Brief:

This is the course project of Natural Language Processing (CSE440 - NLP II) from BRAC University in which I solved the classification problem of Explanatory Detection of Online Sexism (EDOS). In this NLP project we did two tasks Task A and Task B. Task A solves the binary online sexism that is Sexism or Not Sexism whereas Task B solves 4 class classifications of EDOS i.e. Threats, Derogation, Animosity & Prejudiced Discussion.

Here we got Accuracy and F1-score 82% for Task A and For Task B accuracy is 55% whereas F1-score is 49%.

You can access training dataset here, the GloVe embedding file here and the project report here.

Project Brief:

This is the Machine Learning Project in which I solved the classification problem of Chronic Kidney Disease Classification Using five classification models. This is the course project of CSE427 Machine Learning Course of BRAC Univeristy, in which we used 5 ML classification models to predict weather a person have CKD or not based on different types of features. We used this dataset for this project.

Here are used Models:

• Random Forest (RF)
• Logistric Regression (LR)
• K-Nearest Neighbors (KNN)
• Support Vector Machine (SVM)
• Kernel Naive Bayes (NV)

Project Brief:

It is a full functioning Room Renting Website/Application from which we can book any types of hotel room, rent normal house/room/flat, resorts and other type of tourist places. It's a MERN Stack based website in which MongoDB (Unstructured) database used for store data. Download the zip file and install necessary npm depencies to run it.

In the project directory, you can run:
npm start
Runs the app in the development mode. Open http://localhost:3000 to view it in your browser.

Project Brief:

I made this project using OpenGL in Python for the Computer Graphics Course. This project includes the basics of open GL, Midpoint circle algorithm, Midpoint line drawing, and two types of Transformation i.e. Rotation, Translation. You can take a hint from this project as you need to build something like this. I made this game full functioning as it have score s well as level feature with varying difficulty level and we can also set life for gamers. For installing and viewing this project in python openGL you must install numpy and other basic openGL requirements.

Keywords Hints: q - Rotate Left, e - Rotate Right, a - Moving Leftward, d - Moving Rightward, Space - To Shoot

Project Brief:

This is a Machine Learning Project in which we can predict the price of the stock of any company by giving a dataset. In this project, we implemented five different models and found the best one. We used Linear Regression, Support Vector Regression (SVR), Random Forest, Decision Tree & and KNN. Using this model we can predict that if we buy stock at opening price and sell it at closing price how much profit or loss we can get. The model is useful for Traders as well as investors.

Project Brief:

This is educational application that can be used by different types of institutions where teacher can give assignment, take exams and keep track of students. Using this app online learning or teaching platfrom can be modified more effectively than the pre-existing one.

Project Brief:

This is a fully functioning website from where we can order our desired pizza. I made this fully functionoing website using HTML, CSS, JavaScript, PHP and MySQL. I implemented all the food delivery application requirements like track order, payments, delivery boys and many more. You guys can take idea from this project for your own and contact me if any help needed reagarding this.