DISHA CHOWDHURY
Email: dshachy19@gmail.com
Phone: +8801833702324
LinkedIn: https://linkedin.com/in/dishachowdhury
Google Scholar: https://scholar.google.com/citations?user=_KQ-dQ4AAAAJ&hl=en
EDUCATION
B.Sc. in Electrical, Electronic, and Communication Engineering (2021–2025)
Military Institute of Science and Technology (MIST), Dhaka
CGPA: 3.89 / 4.00
Honors: Dean’s List (2022, 2023)
Thesis: Developing Multi-Scale 3D Attention Networks for Fine-Grained EM Segmentation
Supervisor: Dr. Hussain Md Abu Nyeem, PhD
Relevant Courses: AI & Machine Learning, Microwave Engineering, Communication Theory, VLSI Design
RESEARCH INTERESTS
- Biomedical Image Segmentation
- Convolutional & Graph Neural Networks
- Digital Signal Processing
- Attention Mechanism
RESEARCH PUBLICATIONS
Journal Articles
- FeUNet: Dual attention U-Net for bleeding segmentation in capsule endoscopy images, IET Computer Vision (Accepted)
Conference Proceedings
- Improving semi-supervised surgical tools segmentation with contrastive dual attention, ICAEEE 2024
- Attention-enhanced multi-dilation CNN for plant disease classification, ICSCHC 2024
- HAACNet++: Adaptive attention guided architecture for mitochondria segmentation, IEEE QPAIN 2025
- Ensemble Based Graph Attention Auto-Encoder for Unsupervised Spatial Clustering, BIM 2025
- Transformer Enhanced Graph Spatial Domain Identification from Gene Expression Profiling, BIM 2025
- Multi-Modal Graph Based Self-Supervised Spatial Clustering through Transcriptomics Data, BIM 2025
TECHNICAL SKILLS
- Programming: MATLAB, Python, C
- Frameworks: TensorFlow, PyTorch
- Simulation Tools: PSpice, OrCAD, AutoCAD, Proteus, Cadence, Verilog, Microwind, DSCH2, Arduino, CST Studio
- Basic Utilities: MS Suite, LaTeX
ACADEMIC PROJECTS
- Frequency-to-voltage converter using LM331
- Digital voltmeter using 8051 microcontroller
- Fire extinguishing and alert system (Arduino)
- Round-robin Arbiter in Verilog
- Vivaldi antenna in CST Studio
- Digital communication system in MATLAB
SYNERGISTIC ACTIVITIES
- Team Coordinator, Machine Learning Team, MIST Innovation Club
- Committee Member, ICEEICT Conference
- Active member, Visual Image Processing (VIP) Research Group
