Dr. Alexander B***

Deep Generative Models for Molecular Drug Design Self-Supervised Learning from Unlabeled Video Federated Learning and Differential Privacy Graph Neural Networks for Relational Reasoning Visual Question Answering and Multimodal LLMs Neuromorphic Computing and Event-Based Vision Symbolic AI and Neuro-Symbolic Integration High-Performance GPU Distributed Model Training Algorithmic Fairness Bias Detection and Ethics in AI Human-in-the-Loop Machine Learning Systems Continual and Lifelong Machine Learning Quantum Machine Learning Algorithms Automated Code Generation and Program Synthesis Automated Software Testing and Fuzzing Fault-Tolerant Distributed Data Stores Formal Program Verification and Model Checking API Design and Semantic Versioning Management High-Throughput Message Brokers (Kafka/Pulsar) Static and Dynamic Program Slicing Safety-Critical Avionics Software (DO-178C)