Dr. Agin V***

Federated Learning and Differential Privacy Continual and Lifelong Machine Learning Neural Architecture Search and Edge Quantization Symbolic AI and Neuro-Symbolic Integration Adversarial Robustness and Model Verification Graph Neural Networks for Relational Reasoning Self-Supervised Learning from Unlabeled Video Visual Question Answering and Multimodal LLMs Deep Generative Models for Molecular Drug Design Time-Series Forecasting with Attention Networks Automated Code Generation and Program Synthesis Neuromorphic Computing and Event-Based Vision Algorithmic Fairness Bias Detection and Ethics in AI Quantum Machine Learning Algorithms Observability Frameworks and Distributed Logging Low-Code/No-Code Platform Engineering High-Throughput Message Brokers (Kafka/Pulsar) Energy-Efficient Green Software Engineering Safety-Critical Avionics Software (DO-178C)