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Digitization of Bangla Handwritten Text (Feb 2023 ‑ Apr 2023)
Digitization of Bangla Handwritten Text (Feb 2023 ‑ Apr 2023)
Keywords: Natural Language Processing, Dataset Preprocessing, Application of Machine Learning
The aim of our project was to get a better understanding of the usage of DeepLearning for Bangla Handwriting Recognition through replicating an existing research paper.
We applied real life hand writing dataset collected from our collaborating team to the existing LILA‑BOTI pipeline.
We did necessary preprocessing of the dataset.
Supervised By: Dr. Mohammad Saifur Rahman, in collaboration with Intelligent Machines Ltd
Bangla Character Recognition Challenge (Feb 2023)
Bangla Character Recognition Challenge (Feb 2023)
Keywords: Natural Language Processing, Dataset Preprocessing, Application of Machine Learning
Dataset: Numta Handwritten Bengali Digits
Implemented a convolutional neural network from scratch for an image classification task.
Used LeNet‑5 architechture.
Did necessary preprocessing of the dataset.
91% accuracy was achieved.
MoodleV2 ‑ A Learning Management System (Jul 2023 ‑ Aug 2023)
MoodleV2 ‑ A Learning Management System (Jul 2023 ‑ Aug 2023)
Frameworks: ReactJs, NodeJs , ExpressJs, PostgreSQL
Keywords: Web Development, Software Development, Project Management
Implemented an improved version of the existing learning management system Moodle at Department of Computer Science and Engineering, Bangladesh University of Engineering and Technology
Efficient scheduling features were added.
Individual routine visualization systems were added
Before implementation an Entity Relationship (ER) Diagram followed by Class Diagram was made.
Supervised By: Tahmid Hasan,
Zarad ‑ A Ecommerce Website (Jun 2020 ‑ Dec 2020)
Zarad ‑ A Ecommerce Website (Jun 2020 ‑ Dec 2020)
Frameworks: Django , Oracle
Keywords: Web and software Development, Database Managemeent System
Implemented a replica of the popular Ecommerce website in Bangladesh Daraz.
Hands on experience with SQL was one of the objectives. All queries were written from scratch to gain a good grasp over database management system.
Before implementation Data Definition Language (DDL) was defined and Entity Relationship (ER) Diagram was made.
Supervised By: Nafis Irtiza Tripto,
Tetris ‑ A Microcontroller Project (Jun 2021 ‑ Jul 2021)
Tetris ‑ A Microcontroller Project (Jun 2021 ‑ Jul 2021)
Hardware: ATmega32 , LED Matrix, Thumb Controller, LED display
Remade the popular arcade game Tetris in a simple platform using microcontroller and LED matrices.
Supervised By: Md. Masum Mushfiq,
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