What I've been up to.

Here's a selection of some recent work. For more up to the minute work you can visit me on github

Eshara-Lipi

BdSL Character Dataset

It is the first bangladeshi sign language character dataset. 1800 images of 36 classes of BdSL characters are included in this dataset. Every set of data is collected from different volunteers from different institutes near Dhaka, Bangladesh.

view on github

Lost And Found

Web Portal

It is a hph based web portal where one can search his / her lost items, register his / her product, achieve social points and many other options.

view on github

Eshara-Bochon

BdSL Digit Dataset

It is the first bangladeshi sign language digit dataset. 1000 images of 10 classes of BdSL digits are included in this dataset. Every set of data is collected from different volunteers from different institutes near Dhaka, Bangladesh.

view on github

BdSL Recognizer

CNN Model / Machine Learning Algo.

Implementation of a machine learning algorithm for recognizing Bangla sign language digits. The multi-layered cnn model has achieved 96% of validation accuracy.

view on github

Ekush

Bangla Handwritten Character Dataset

Ekush the largest dataset of handwritten Bangla characters with 367,018 isolated handwritten characters written by 3086 unique writers which include verity of the district, age group and the equal number of male and female.

view on github

Autonomous Vehicle

Self-driven Autonomous Vehicle Project

The first autonomous real vehicle project in Bangladesh. We (team Inferno) initially took a step to make it with a Rickshaw. I'm a proud member of the team.

view on github

Bangla Sentence Generator

Bangla Sentence Generator With LSTM RNN

A deep learning based Bangla text generator using The Prothom Alo news paper data with LSTM RNN.

view on github

Embedded System Project

Virtually Controlled Moisture Measurment System

A IoT project by which one can measure the moisture level of plants using mobile phone. The Arduino micro controller and esp8266 module was used for controlling.

view on github

Tic Tac Toe

An Artificial Intelligence Opponent Based Game

The project was done for web engineering course. An AI opponent was made by javascript and also was implemented in python.

view on github

I can help.

I’m currently available for freelance work.

If you have a project that you want to get started, think you need my help with something or just fancy saying hey, then get in touch.