Projects

Hardware

SMART CHARGER

A hardware built with micro-controller to detect if the smart phone’s charge is full and immediately stop overcharging to avoid damage of battery and phone itself.

VR Controller

A Virtual Reality combined with a controller built with micro controllers(Arduino uno and Pro-micro) to communicate through bluetooth(Hc-05) protocols. And also Used Gyroscope(MPU- 6050) for motion experience.This gadget is a light and cheap version of ”HTC vive VR” with some extra features. The device is compatible with any computer and any game that can be play through that computer.

Accident Detector

The main aim is to detect accident and Call emergency police and hospital and give them the location with the help of GPS. A gyroscope(MPU-6050) sensor will detect unusual movement of vehicle and confirm the accident and send the location by using GSM, GPS, GSRM Shied (SIM808) to Police and Hospital.

Software

LIFEPLUS BD (APP[IOS/ANDROID] BACKEND API),WEB 

An e-commerce platform for medicine and medical accessories , Doctors Appointment, Diagnostics , Nursing and other medical services Android and IOS app.
CHILL INSIDE(LARAVEL)

An ecommerce web solution. Used api, payment gateway , and cron scripts to manipulate products.

EXPRESS BRIGADE(LARAVEL) 

E-commerce site using laravel and bootstrap. Dynamic products and category listing with CMS system and admin panel.

REGISTRATION TRACKING SYSTEM FOR ACTIVISION(LARAVEL)

Registration program of activision. Used SMS getaway integration.

DELEVERY MANAGEMENT SYSTEM (ASP.NET) 

Client based project Used asp.net and mssql database with crystal report viewer to view reports.   
E-commerce System

An e-commerce website which is made with PHP and mysql for the database, where there the whole admin panel and delivery information was stored through the database.

Office automation system

A software that is currently being used by Advance Technology Consortium to maintain their stock, bills and account. The software is dynamic and runs on Microsoft SQL server database. The software can be accessed from any windows and it is online. C# was used to build this software.

I graphics Game(Space shooter 2D)

this game is 2d, runs on Opengl engine. there is 10 stage and 3 life of aircraft, the enemy comes from upper side which is towards the ’y’ axis of the display. Have to survive by destroying enemy ship using bullets.

OpenGl 3D jet

This game was made in code-blocks windows OpenGl engine.A movement of 3D jet plane which will fry on an 3d environment and have to avoid collision against walls.

MACHINE learning 

EVALUATE STUDENTS ENGAGEMENT AND UNDERSTANDING STATUSES IN CLASSROOM

Effective, intelligible and interactive class lectures in the classroom of a school can help stu-dents to perceive educational materials. Sometimes it is difficult to manage the classroom and give concentration to all students during the class lecture. Some students may face difficulties with lectures even in the well-managed classroom because of their low under- standing capabilities. Early detection of those particular students may be helpful for teachers to give extra effort to teach them the educational materials. In our research work, we use facial expression recognition techniques for analyzing the facial expressions of students dur- ing the class lecture in the classroom. Using machine learning classifiers, we cross-match prior data (training data) with collected data, classify students’ expression and predict the engagement in the class lecture. To check the efficiency of our system, we take the quiz exam after the class lecture. If our system predicts a student as attentive and he also obtains good marks in the quiz, we can conclude our system is working properly.

BanglaMusicMooD: A Music Mood Classifier fromBangla Music Lyrics

The goal of this project is to build a classifier model to detect the mood of the song by analyzing the lyrics of Bangla Song. Naïve Bayes Classifier is used to predict the probability of different classes based on various attributes. Constructing dataset of 500 Bangla songs consisting of Rabindra Sangeet, Nazrul Geeti, Folk and Modern. We have worked on two types of Bangla moods such as happy and sad, corresponding to the Bangla meaning. At the end of the experiment, our proposed method performed well to classify the mood of the song with high accuracy.