Alaa builds enterprise-grade ethical/responsible AI systems at basys.ai, focusing on safe deployment in clinical workflows. She holds a PhD from Toronto and trained at Stanford. Her expertise includes LLMs, agentic AI, model evaluation, and regulatory compliance.