Research Areas
Exploring the frontiers of artificial intelligence
Machine Learning
Advanced algorithms and methodologies for automated learning and pattern recognition, with applications in various domains.
- Deep Neural Networks
- Reinforcement Learning
- Bayesian Methods
- AutoML Systems
Natural Language Processing
Cutting-edge research in language understanding and generation, focusing on LLMs and multilingual capabilities.
- Large Language Models
- Multilingual NLP
- Text Generation
- Sentiment Analysis
Computer Vision
Advanced visual perception systems using Vision Language Models and deep learning architectures.
- Vision Language Models
- Object Detection
- Image Generation
- Video Understanding
Responsible AI
Ensuring ethical, transparent, and fair AI systems that benefit society while minimizing risks.
- AI Ethics
- Fairness Metrics
- Model Interpretability
- Bias Detection
Current Projects
BanglaLM
A large language model specifically trained for Bangla language understanding and generation.
ActiveHealthAI
AI-powered diagnostic assistance system for healthcare professionals.
ActiveEcoSense
Environmental monitoring and prediction system using machine learning.
Planning