Research and Projects

Undergraduate Thesis:

• ”Shikhbe Shob.AI”: An Artificially Intelligent Edicational Tool that can Generate Questions andAnswers from a Given Bengali Paragraph.”
  • Worked on Relation Extraction and developed an Question-Answering tool as a proof of concept.
  • Trained Contextual Embeddings(ELMo) for Bangla.
  • Poster can be viewed here.
  • Supervisor: Dr. Nabeel Mohammed.

Research Projects:

• Predicting Absenteeism in Work using different Cluster Analysis Techniques.
  • Used different Clustering techniques to find out reasons behind absenteeism among employees.
  • Supervisor: Dr. Sifat Momen
• Unsupervised Machine Translation Using Monolingual Corpora Only.
  • Worked on a Facebook Research Project’s Idea of doing Unsupervised Machine Translation using Monolingual Corpora fer Bengali
  • Supervisor: Dr. Nabeel Mohammed
• Automatic Bangla News Categorization using Bi-Directional LSTM.
  • Proposed a method for classifying Bangla News using Attention Mechanism.
• Currently conducting a research under the supervision of Dr M. Arifur Rahman.

Academic Projects:

• EventBook: An online virtual place where one can book tickets for the upcoming events.
  • Comes with both Website and an Android application.
  • Stack: Laravel, Java, MySQL.
  • GitHub repository: EventBook.

Personal Projects:

• pReview: A Microservices based application for Product Reviewing.
  • A Microservices based application for Product Reviewing.
  • Backend is composed of two apps: Admin and Main. Both runs in docker and connects with their own databases.
  • Communication happens by RabbitMQ events. Main app internally calls the admin app.
  • Stack: Django, Flask, React, PostgreSQL, RabbitMQ, Docker.
• “Manage Me!”: A to-do list app to manage daily works.
  • Built with Java using JavaFX framework.
  • Database: MySQL.
  • Tools: JFoenix, Scenebuilder.
  • GitHub repository: ManageMe.

Other projects can be found in this GitHub Repository.