Dr. Ann T***

Quantum Machine Learning Algorithms Algorithmic Fairness Bias Detection and Ethics in AI Automated Code Generation and Program Synthesis Deep Generative Models for Molecular Drug Design Self-Supervised Learning from Unlabeled Video Adversarial Robustness and Model Verification Human-in-the-Loop Machine Learning Systems High-Performance GPU Distributed Model Training Visual Question Answering and Multimodal LLMs Time-Series Forecasting with Attention Networks Neural Architecture Search and Edge Quantization Federated Learning and Differential Privacy Neuromorphic Computing and Event-Based Vision Formal Program Verification and Model Checking Low-Code/No-Code Platform Engineering Observability Frameworks and Distributed Logging Concurrency Bugs and Race Condition Detection Embedded Systems Firmware Reliability Safety-Critical Avionics Software (DO-178C)