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.
Ph.D. in Computer Science, 2024
RMIT University
M.Sc. in Information Management Engineering, 2020
Technion - Israel Institute of Technology
BSc in Industrial Engineering and Management, 2017
Technion - Israel Institute of Technology
Industry and Academic
Case Studies in Data Science is part of the Masters in Data Science program.
Responsibilities include:
Practical Data Science with Python is designed for advanced undergraduate students and first-year Master students in the program Master of Data Science.
Responsibilities include:
Practical Data Science with Python is designed for advanced undergraduate students and first-year Master students in the program Master of Data Science.
Responsibilities include:
The course covers intro to various topics such as graph theory, social networks, game theory, and blockchain; with practical applications in Python.
Responsibilities include:
I have served as a PC member for the following conferences and workshops:
I have served as a reviewer for the following journals: