Research Interests & Themes
My research interests lie in Machine Learning and Deep Learning-based Human-Computer Interaction Systems. That can be implemented in real-world scenarios. I am particularly fascinated by the potential of AI to enhance human life and solve complex problems across various domains.
Research Themes
Intelligent and Adaptive User Interfaces
Developing ML- and DL-based systems that automatically adapt the interface layout, content, or interaction style to match user preferences, goals, and behavior.
AI Personalization
Developing techniques to adapt ML models to individual users while maintaining privacy and efficiency on resource-constrained devices.
Multimodal Human Sensing and Interaction
Integrating visual, auditory, and physiological signals to improve interaction understanding and naturalness.
Cognitive and Behavioral Modeling
Modeling human attention, decision-making, and cognitive states through ML/DL. Attention prediction in complex user tasks.
Research Areas
Machine Learning
Developing novel algorithms for deep learning, reinforcement learning, and unsupervised learning to push the boundaries of AI capabilities.
Computer Vision
Creating advanced computer vision systems for object detection, image segmentation, and video analysis with real-world applications.
Artificial Intelligence
Building state-of-the-art AI models for text understanding, generation, and translation to enhance human-computer interaction.
Deep Learning
Integrating AI with robotics to create autonomous systems that can operate in complex environments and assist humans.
AI Ethics & Safety
Researching ethical implications of AI and developing frameworks for safe, fair, and transparent artificial intelligence systems.
Applied Machine Learning
Applying machine learning to medical diagnosis, drug discovery, and personalized treatment planning to improve healthcare outcomes.
Research Project Working on.....
Description:Design a VLM that can mentally complete or imagine missing Bangla handwritten text based on visual and linguistic context.
Working on it....
Description: Zero-Resource MOOC Personalization for Underrepresented Regions
Interested in research collaboration?
Feel free to contact me if you are interested in any of your research projects or if you'd like to discuss potential collaborations.
raakibul[dot]uap@gmail[dot]com