FAIAZ HASANUZZAMAN RHYTHM
Address: 484 Road 07, Block-H, Bashundhara R/A, Dhaka
Email: faiazrhythm.uni@gmail.com
Phone: 01300737109
ResearchGate: www.researchgate.net/profile/Faiaz-Rhythm?ev=hdr_xprf
Google Scholar: scholar.google.com/citations?user=d93nMEEAAAAJ&hl=en
ORCID: orcid.org/0009-0006-2919-0129
Scopus: https://www.scopus.com/authid/detail.uri?authorId=59208799400
GitHub: https://github.com/FaiazRhythm35/FaiazRhythm35
Portfolio: https://vip-eece.mist.ac.bd
EDUCATION
Military Institute of Science and Technology (MIST)
B.Sc in Electrical, Electronic & Communication Engineering (2021–2025)
CGPA: 3.93/4.00
Honors: Dean’s List (2022, 2023, 2024)
RESEARCH EXPERIENCES
Journal Articles
- Dual Attention Approach for Automated Diabetic Retinopathy Grading, IJIST, 2024
- SEA-Net for bleeding segmentation, IJIST, 2025
- MAGnet for Road Extraction, Submitted
- UAPNet for Polyp Segmentation, Elsevier (Submitted)
Conference Articles
- Transformer-based Polyp Segmentation, ICAEEE 2024
- Reverse Attention for Mitochondria Segmentation, ECCE 2025
- Bi-Level Nested Architecture for Depth Estimation, ECCE 2025
- Attention-Guided Feature Distillation, NCIM 2025
- Road Extraction with U2Net Refinement, QPAIN 2025
- YESnet: YOLOv11 + SAM-2 for Skin Lesion Segmentation
- DoubleUNet++ for Road Extraction
- UAPNet for Polyp Segmentation, TEHI 2025 (Accepted)
- Adversarial Resilience of Polyp/Skin Models, TEHI 2025 (Accepted)
- Performance Analysis of Semi-Supervised Polyp Models, TEHI 2025 (Accepted)
- Real-Time Crop Detection on Drones, STI 2025 (Submitted)
- SAM-Augmented Microplastic Detection, STI 2025
- AVR Optimization in MATLAB Simulink, ICCIT 2025
Book Chapters
- Transformer Enhanced Graph Profiling, BIM 2025
- Multi-Modal Graph-Based Clustering, BIM 2025
- Graph Attention Auto-Encoder for Clustering, BIM 2025
- Graph-Based Domain Discovery from Spatial Transcriptomics, BIM 2025
THESIS
Title: Advancing Stacked U-Nets with Cross-Stage Attention for Precise Road Mapping
Supervisor: Lt Col Hussain Md Abu Nyeem, PhD
Email: h.nyeem@eece.mist.ac.bd
Phone: +8801769023978
WORK EXPERIENCE
2025 – Lecturer, EECE Dept., MIST
2024 – Industrial Training, Mango Teleservices Ltd.
2024 – Industrial Training, Grameenphone Ltd.
PROFESSIONAL AFFILIATIONS
- Website Developer, CATS MIST (2025)
- Website Developer, VIP Lab (2025)
- Chair, IEEE MIST Student Branch (2024–2025)
- Ambassador, IEEE Bangladesh Section
- Campus Ambassador, Grameenphone Academy
- Team Leader, MIST Innovation Club
- Instructor, LaTeX Workshop
- Volunteer, ICEEICT Web Team
AWARDS & ACHIEVEMENTS
- ICCIT 2024 Volunteer & Host
- RAAICON 2024 Volunteer
- Outstanding Volunteer, ICEEICT 2024
- LinkedIn Learning Certificates (Data Analysis, Data Literacy, Excel)
- Dean’s List (CGPA 3.99 and 3.93)
- Udemy ML A–Z Certificate
- Python: Beginner to Advance (EECE, MIST)
TECHNICAL SKILLS
- Programming: MATLAB, Python, C, Assembly, HTML, R, Django
- Tools: CST, PSpice, OrCAD, Proteus, Cadence, Verilog, Microwind
- CAD: AutoCAD
- Office: Word, Excel, PowerPoint, Project
Expertise: Machine Learning, Deep Learning, TensorFlow, PyTorch
