The Homepage is currently under construction. This is a temporary page about me.
Welcome! I am a Research Fellow at the School of Computing Technologies, RMIT University, Melbourne, Australia. My research focuses on search systems and their evaluation, with particular attention to Information Retrieval.
During my Ph.D. under the guidance of Profs. J. Shane Culpepper and Falk Scholer, I focused on Query Performance Prediction (QPP). My thesis aimed to advance the understanding and evaluation of QPP. Currently, I am exploring how end-to-end search pipelines and user behavior analysis can improve system effectiveness and user experience. Beyond QPP, I utilize empirical experimentation, statistical analysis, and machine learning models to gain deeper insights into these areas.
My M.Sc. thesis at the Technion — Israel Institute of Technology, supervised by Prof. Oren Kurland, focused on enhancing QPP using reference queries.
Outside of academia, I enjoy hiking, biking, and spending quality time with my family and our dog, Quan. I also volunteer with Guide Dogs Victoria, where I have been both a puppy raiser and a temporary carer, supporting a cause close to my heart.
If you are interested in Information Retrieval or wish to collaborate on research, please feel free to reach out to me via email or social media. I am always happy to explore new opportunities for collaboration and knowledge exchange.
PhD Information Retrieval
RMIT University
MSc Information Management Engineering
Technion - Israel Institute of Technology
BSc Industrial Engineering and Management
Technion - Israel Institute of Technology
LLMs can generate diverse queries, but their patterns differ from those observed in human behavior. LLM-generated queries may not always reflect real user intent.
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