Dr. Ali A***

Algorithmic Fairness Bias Detection and Ethics in AI Self-Supervised Learning from Unlabeled Video Graph Neural Networks for Relational Reasoning Human-in-the-Loop Machine Learning Systems Federated Learning and Differential Privacy Neural Architecture Search and Edge Quantization Automated Code Generation and Program Synthesis Neuromorphic Computing and Event-Based Vision High-Performance GPU Distributed Model Training Symbolic AI and Neuro-Symbolic Integration Container Security and Runtime Sandboxing Code Review Automation with Machine Learning Embedded Systems Firmware Reliability Observability Frameworks and Distributed Logging Low-Code/No-Code Platform Engineering