1️. Artificial Intelligence & Machine Learning

Focus: Designing robust, interpretable, and real-world deployable AI systems.

• Machine Learning & Deep Learning

• Uncertainty-Aware Neural Networks

• Large Language Models (LLMs)

• Generative AI

• Explainable Artificial Intelligence (XAI)

• Optimization-Based Learning (Metaheuristics, GWO)

• Trustworthy & Responsible AI

2️. Intelligent Healthcare & Bioinformatics

Focus: AI-powered precision diagnostics and computational biology.

🧬 Computational Bioinformatics

• Protein Function Prediction

• Protein Secondary Structure Classification

• Sequence Modeling with Attention Mechanisms

🧫 Cancer Informatics

• Cancer Cell Classification

• Tumor Detection & Segmentation

🏥 Medical Image Analysis

• Retinal Disease Detection

• Lung Disease Classification

• Uncertainty-Aware Medical AI

• Attention-Augmented Segmentation Networks

🧠 Mental Health AI