Undergrad Projects

1. Vehicle Detection and Classification System (2019)

   • A perception system to detect and classify fifteen Bangladeshi Vehicles using Convolutional Neural Network (CNN) with Transfer Learning. The CNN model is trained on over 9000 vehicle images taken from Bangladeshi roads and highways using smartphone.

   • Technology stack: YOLO algorithm, TensorFlow, DarkFlow, Transfer Learning.

2. Towards IoT and ML Driven Cardiac Anomaly Prediction System

   • Implemented an IoT and Machine Learning derived cardiac anomaly prediction method that collects heart rate, ECG signal, cholesterol and blood pressure from human body using different IoT devices and sensors. The received data are fed to a machine learning algorithm which calculates and predicts the overall condition of the patient's heart.

3. Android App: SharEarn (2019)

   • A platform that stands for different potentiality based people to earn through their works such as handicrafts, arts, household services. Different advertisements are posted by service providing users and consumers will contact them according to their need.

4. Virtual Coaching (2018)

An online knowledge exchange platform to share your skills with fellows by providing tutorials as video and pdf files.

4. • Built and designed the website from scratch using Bootstrap, HTML, and CSS.

   • Implemented live chat to make the user communication easier.

   • Embedded video and pdf files so users can share materials of different subjects on their channel.

   • Added subscription facility so users can subscribe and enroll in their respective topics to nurture their knowledge.

   • Implemented notification service so subscribed users will be notified about new updates in any course.

   • Technology stack: PHP, JavaScript, AJAX, HTML, CSS, Bootstrap, MySQL.

5. BoiKhuji (2018)

An online platform for book lovers providing users to buy, sell and rent books:

5. • Having an individual account, the users can buy or take the available books on rent.

   • Users can post a book advertisement in order to put the book on rent or sell it.

   • A book can be rented for up to 7 days.

   • Users will be notified if they get any customers.

   • The users can request a book and they will be notified when it will be available.

   • Technology stack: PHP, JavaScript, AJAX, HTML, CSS, MySQL.

6. UIU Discussion Site (2018)

   • An interactive peer-to-peer learning forum using PHP and relational database to facilitate digital interaction and knowledge exchange between faculty and students for my university.

   • Student can post query in respective courses forum or share experiences in common forum to discuss with fellow. Faculties can help their pupil in course stuff and can share educational materials in the personal blog section. A complain box section is available for the students.

   • Technology stack: PHP, HTML, CSS, MySQL .

7. Computer Graphics 2D: The Minion Game (2018)

7. • A simple computer graphics 2D game using OpenGL Glut library in C++ language.

   • Created objects like minions, enemy, fruit (banana), trees, fields, clouds, and the surrounding environment using the OpenGL library.

   • Implemented functions to set a timer, show texts, and score.

   • Used keyboard functions to interact and control the game.

   • Implemented programming logic scale the minion figures according to their position in the field, update score while a minion eats a banana, recreate new banana, appearance of enemies from random directions, increase the speed of enemies with the timer, and a collision between minion and enemy.

   • Technology stack: OpenGL.

8. Smart Food Court (2018)

   • An IoT based project providing smart technology demonstrated on packet tracer where a smart network is designed to monitor a large food court.

   • Technology stack: CISCO Packet Tracer.

9. Smart Door Lock System (2018)

   • Implemented a password based door lock system using an Arduino Microcontroller.

10. University Management System (2017)

10. • A management system for my university where students can register in courses, contact faculties, check academic results, faculties can grade students, check student profiles and withdraw requests.

    • Technology used: J2SE, SQLite.

11. Metal Detector (2016)

    • Implemented a metal detector system to detect the presence of metal nearby.

12. Contact Database (2016)

12. • Implemented a contact database using linked list. In this project, we can store, remove, view, search and modify our contact list consisting of name, contact number and email address.

13. The Snake (2015)

    • Implemented the snake game using iGraphics.