Software Engineer & AI Researcher
Prity Rani Das
Software Engineer at BRAC IT Services Limited. AI researcher specializing in hybrid deep learning for medical imaging. Ranked 5th in the Department of Software Engineering at NSTU with a CGPA of 3.68/4.00.
About Me
I am a Software Engineer at BRAC IT Services Limited and a passionate AI researcher with a deep commitment to leveraging technology for meaningful societal impact. My professional journey bridges the precision of enterprise software development with the innovation of cutting-edge deep learning research in medical imaging.
I completed my Bachelor of Science in Software Engineering from Noakhali Science and Technology University (NSTU), graduating with a CGPA of 3.68/4.00 and earning the 5th position in my department. My academic foundation was built upon consistent excellence, achieving a perfect GPA of 5.00/5.00 in both my SSC and HSC examinations.
What sets my trajectory apart is my ability to combine disciplined academic growth with independent research initiative. I produced a state-of-the-art hybrid deep learning model for polyp segmentation as a sole author, achieving an IoU score of 0.966. This accomplishment deepened my resolve to pursue advanced research at the intersection of AI and healthcare on a global stage.
Academic Highlights
BSc in Software Engineering
NSTU | CGPA 3.68/4.00 | Rank: 5th
HSC Examination
Dr. Mahbubur Rahman Mollah College | GPA 5.00/5.00
SSC Examination
Hazi Ekhlas Uddin Bhuiyan High School | GPA 5.00/5.00
Research Paper
Sole-authored paper on hybrid U-Net + ViT for medical imaging
Leadership
Former Child Reporter | Early leadership & social engagement
Research
A Novel Hybrid Deep Learning Model Using U-Net and Vision Transformer for Polyp Segmentation in Medical Imaging
Innovation
Designed a hybrid architecture integrating CNN-based U-Net with Vision Transformers (ViT) to capture both local spatial features and global contextual dependencies for precise polyp segmentation.
Key Result
Achieved a state-of-the-art Intersection over Union (IoU) score of 0.966 on the multicenter PolypDB dataset, demonstrating exceptional segmentation accuracy.
Motivation
Conducted independently as a sole-authored effort, driven by a deep commitment to advancing AI-assisted diagnostics and measurable research excellence.
Experience
Jul 2024 — Present
Software Engineer
BRAC IT Services Limited
Primarily responsible for frontend development, while maintaining strong backend expertise in .NET architecture and system design. Contributing to enterprise-grade applications that serve millions of users through BRAC's extensive development and microfinance ecosystem.
Apr — Jul 2024
Software Engineering Intern
BRAC IT Services Limited
Completed a rigorous 3-month intensive internship, demonstrating strong technical capability and adaptability that led to a direct transition into a full-time engineering role. Gained hands-on experience with production-level systems and enterprise development workflows.
Projects
NSTU Medical Center Automation
Led the digital transformation of the university medical center's manual operations into a fully automated system. Significantly improved healthcare efficiency, patient record management, and service delivery across the entire NSTU campus.
Skin Disease Classification
Developed a deep learning model leveraging transfer learning techniques for accurate classification of dermatological conditions. Applied convolutional neural network architectures to real-world medical image datasets.
Leaf Feature Extraction
Built an advanced image processing pipeline using contour-based representation methods for automated extraction and analysis of leaf morphological features, supporting agricultural research.
Contact
Interested in collaboration, research opportunities, or just want to connect?
I am actively seeking international graduate research opportunities in AI and medical imaging. I welcome inquiries from academic institutions, research supervisors, and fellow researchers.
prityd825@gmail.com
GitHub
github.com/prityd825
Prity Rani Das
Location
Demra, Dhaka, Bangladesh