Sumaiya Karim Katha

Abu Tyeb Azad, Fahim Ahmed, Ishita Sur Apan, Ezharuddin Jubaer, Sumaiya Karim Katha, Armun Alam, Amin Ahsan Ali, Aman Chadha, Md Mofijul Islam, AKM Mahbubur Rahman

Khondo: A Multimodal Benchmark for Document Packet Splitting of Bangla Forms

arXiv (Cornell University), 2026

• multimodal benchmark
• vision-language models
• document segmentation
• document clustering
• administrative documents

Abu Tyeb Azad, Ishita Sur Apan, Fahim Ahmed, Sumaiya Karim Katha, Ezharuddin Jubaer, Armun Alam, Pranjal Kumar Nandi, Amin Ahsan Ali, Aman Chadha, Md Mofijul Islam, AKM Mahbubur Rahman

BaFCo: A Document Understanding Benchmark for Complex Bangla Form Comprehension

Computer Vision – ECCV 2026, pp. 402-420, 2026

• key information extraction
• multimodal large language models
• document layout analysis
• government forms
• chain-of-thought prompting
• low-resource languages
• zero-shot prompting
• document understanding
• Bengali language
• annotated dataset

Sami Rashid, Md Fahim Shahriar, Sumaiya Karim Katha, Ezharuddin Jubaer, Akm Moshiur Rahman Mazumder, Ashraful Islam, Mohsena Ashraf, Asif Mahmud, M Ashraful Amin

AI Agents in Healthcare: A Survey of Applications, Resources, and Challenges

2025 IEEE 23rd Student Conference on Research and Development (SCOReD), pp. 1-6, 2025

• algorithmic bias
• Medical education
• diagnostic imaging
• clinical decision support
• multi-agent systems
• medical consultation
• large language models
• AI Agents
• regulatory challenges
• explainability

• SDG 3Good Health and Well-being