Blogs and Publications
Research & Knowledge
A collection of my research papers, technical blogs, and publications on topics ranging from Explainable AI and Deep Learning to Medical Imaging and Generative Models. Here you'll find insights from my research work, technical implementations, and findings from collaborations with industry leaders and academic institutions.
Latest Blogs
I just love to write something.
Publications & Papers
Works I'm working now and published before
FastVLM: Efficient Vision Language Models for Medical Imaging
• Present
Reserach on XAI and FastVLM.
An Advanced Brain Tumour Detection Framework Using Improved Fast Mask R-CNN Techniques for Enhanced Accuracy
IEEE • 2024
To enhance the precision of diagnosis, this research provides a new structure for identifying brain tumors that integrates an Improved Fast Mask Region based Convolutional Neural Network (IFMRCNN) with complex image processing algorithms.
Research Interests
My research focuses on the intersection of multiple domains:
Explainable AI (XAI): Making deep learning models interpretable and trustworthy for critical applications
Medical Imaging: Applying computer vision and deep learning to healthcare and clinical decision support
Generative Models: Understanding and improving GANs, Diffusion Models, and Transformer architectures
Multimodal Learning: Combining vision and language for richer representations and understanding
High-Performance Computing: Optimizing deep learning systems for large-scale data processing
RESEARCH COLLABORATIONS
SHIELD Lab - University of South Florida
Explainable AI for Healthcare
Bellini College of AI, Cybersecurity & Computing
Deep Learning Research