Mahnoor Shahidمشاهده پروفایل
پژوهشگر
Mahnoor Shahid is a Researcher at the University of Duisburg-Essen , affiliated with the Faculty of Computer Science and the Chair of Information Systems and Sustainable Supply Chain Management . Specializes in Neuro Symbolic AI , aiming to create explainable and adaptable AI systems PhD candidate with prior experience as a Research Assistant at DFKI Education : B.Sc. Computer Science (NED University, Pakistan, 2014-2017) M.Sc. Data Science and Artificial Intelligence (Saarland University, Germany, 2020-2023) Research Interests : Symbol Grounding and Common Sense Reasoning in AI Natural Language Processing and Language Models Domain Adaptation and Transfer Learning Machine Learning Privacy for responsible AI Recent Research Trends : Developing neuro-symbolic architectures for generalization and compositional reasoning Advancing NILM (Non-Intrusive Load Monitoring) with domain adaptation techniques Exploring prompt analysis in LLM platforms for inverse generativity Building python packages for BERT probing and joint learning Applying creative AI to text-to-image generation Investigating web security through ML-based threat detection Labs & Projects : Active in the Rhine-Ruhr Institute of Information Systems Maintains open-source python packages for NILM analysis Key contributor to tools like nilm_analyzer and nilm_analyzer_tutorials






