Md Esrat Hossan

•Innovate Through AI Research: Apply expertise in machine learning and computer vision to

design interpretable and privacy-preserving AI systems that enhance decision-making in

healthcare and real-world applications.

•Engineer Intelligent Systems: Utilize skills in Python, TensorFlow, PyTorch, and data-driven

model development to build efficient, transparent, and scalable ML solutions for both academic

and industry contexts.

•Promote Explainable Intelligence: Advance the responsible deployment of AI models by

integrating interpretability techniques such as Grad-CAM, SHAP, and LIME to ensure

transparency, trust, and fairness.