Deep Learning — NLP
Bengali Text Summarization Using a Multilingual Encoder-Decoder Model
Jun. 2023
- Model: mT5
- Code
Deep Learning — Computer Vision
Cattle Pose Estimation Using a Semi-Annotated High-Resolution Image Dataset
Jun. 2024
- Models: HRNet-32
- Code
Skin Lesion Classification Using Cross-Stage CNNs and Transformers
Sep. 2022
- Models: ConvNeXt, Swin-Transformer, ViT
- Code
Image-to-Image Translation with GAN to Address Class Imbalance
Aug. 2022
- Models: Model: StyleGAN2-ADA
- Code
Machine Learning
Heart Disease Detection Using Machine Learning
Jul. 2022
- Algorithms: Logistic Regression, Random Forest, Decision Tree, KNN, Naive Bayes
- Code
Web Application Projects
Internship Repository System
May 2022
- An internship repository web application featuring a search menu designed to catalog and showcase completed internships pursued by students across various universities and diverse companies.
- Front-end: HTML5, CSS3, Sass, JavaScript, Ajax
- Back-end: PHP
- DBMS: MySQL
- Code
Architecture
ERD
Login/Registration
ScholarLink: Academic Management and Scholarship System
Jan. 2022
- ScholarLink is a helpful website that makes managing university stuff easier. It lets students sign up for courses, keep tabs on grades, and apply for scholarships online. Plus, it helps professors organize their classes better and gives university administrators more control.
- Front-end: HTML5, CSS3, Bootstrap 5, JavaScript
- Back-end: Node.js, Express.js
- DBMS: MongoDB, Mongoose ODM
- Code
Schema
Login Page
Student Portal
Faculty Portal
Admin Portal
Hardware Simulation Projects
16-bit Single Cycle RISC based Processor
May 2021
- A simulation of 16 bit single-cycle RISC based CPU including ISA, Assembler and Data-path.
- Language: Assembly Language, Python
- Software: Logisim
- Code
Datapath
Control Unit
Register
ALU
