معرفی
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
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