Sudipta Progga Islam

Lecturer, BUFT



About

Sudipta Progga Islam is currently working as a lecturer in the Department of Computer Science & Engineering at BGMEA University of Fashion & Technology (BUFT) in Dhaka, Bangladesh. As a researcher, she has broad interests in Computer Vision, Medical Imaging, Large Language Models, and Vision Language Models. She has developed advanced frameworks for medical image segmentation and classification and has worked with state-of-the-art models to push the boundaries of AI applications. 


Sudipta completed her bachelor's degree in Computer Science & Engineering from Rajshahi University of Engineering & Technology (RUET) in Rajshahi, Bangladesh. Passionate about innovation, she is always open to exploring new ideas and partnerships in the field.

Linkedin | Website | Google Scholar 

Teaching/Research Specialization

  • Computer Vision
  • Medical Imaging
  • Natural Language Processing
  • Large Language Models
  • Vision Language Models
  • Unsupervised Learning

Publications

[1]. Advancing Ophthalmology through Transfer Learning and Channel-wise Attention for Retinal Disease Classification | Sudipta Progga Islam; Ashraf UI Alam | DOI: 10.1109/ICEEICT62016.2024.10534342 | Publisher: IEEE

[2]. Optic Disc and Cup Segmentation via Enhanced U - Net with Residual and Attention Mechanisms | Ashraf UI Alam; Sudipta Progga Islam; S. M. Mahedy Hasan; Azmain Yakin Srizon; Md. Farukuzzaman Faruk; Md. Al Mamun; Md. Rakib Hossain | DOI: 10.1109/ICEEICT62016.2024.10534436 | Publisher: IEEE

[3]. BanglaOngko: A New Dataset for Accurate Bengali Mathematical Expression Detection Utilizing YOLOv8 Architecture | Soumit Das; Ashraf UI Alam; Sudipta Progga Islam; Azmain Yakin Srizon | Publisher: Taylor & Francis

[4]. A Deep CNN-Based Approach for Revolutionizing Bengali Handwritten Numeral Recognition | Sudipta Progga Islam; Farjana Parvin | DOI: 10.1007/978-981-99-8937-9_14 | Publisher: Springer

Skills


Teaching
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Research
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Communication
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Management
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