Azqa Nadeem is an Assistant Professor at the University of Twente in the Semantics, Cybersecurity, and Services (SCS) group. Her research focuses on developing explainable machine learning solutions for cybersecurity tasks such as incident response, malware analysis, and intrusion detection. Before joining UT, she held research positions at Eurecom, RIT, EPFL, and CERN. She obtained her PhD in 2024 at TU Delft, where she developed explainable sequential machine learning toolchains for automating cyber threat intelligence. Azqa’s mission is to go beyond prediction probabilities and extract semantically meaningful insights from ML models to create AI-assisted practitioners.