Research and Projects

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

Research Assistant, United International University
^{Jan 2023 – Mar 2023}
- Built and deployed a model registry and versioning system for ML pipelines as a proof of concept.
- Tracked model lineage and maintained an audit trail enabling rollback to prior model versions.

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 for Bengali.
- Supervisor: Dr. Nabeel Mohammed
Automatic Bangla News Categorization using Bi-Directional LSTM.
- Proposed a method for classifying Bangla News using Attention Mechanism.
Independent research collaboration under the supervision of Dr. M. Arifur Rahman, Jahangirnagar University.

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.

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.