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PhD student
Max Planck Institute for Intelligent Systems, Tübingen, Germany
Research focus: Collective action in machine learning and development of generative model frameworks. Studied how a change of optimization and learning algorithm affects the success of collective action. Investigated the connection between density estimation to a simpler training algorithm for WGANs. Supervised by Samira Samadi (MPI-IS) and Amartya Sanyal (University of Copenhagen). Previous work in the Perceiving Systems department, developing a 3D articulated model of laboratory rats with Michael J. Black (MPI-IS), Silvia Zuffi (IMATI-CNR) and Sergi Pujades (INRIA) using computer vision tools.
2021-09 – Expected 2026-08
Research Assistant
Weizmann Institute of Science, Rehovot, Israel
Applied signal processing and matched filtering on gravitational waves data to detect binary black holes. Worked with Barak Zackay.
2021-03 – 2021-06
MSc research
The Hebrew University of Jerusalem, Jerusalem, Israel
Developed an algorithm to estimate kinematic parameters of flies from video using a 3D model. Supervised by Tsevi Beatus.
2018 – 2021
QA Automation Engineer
Intel, Petah Tikva, Israel
Developed and maintained scripts for automated testing and quality assurance.
2015-01 – 2015-06
education
PhD, Computer Science
Max Planck Institute for Intelligent Systems, Tübingen, Germany
2021
MSc, Computer Science
The Hebrew University of Jerusalem, Jerusalem, Israel
2018 – 2021
BSc, Physics and Computer Science
The Hebrew University of Jerusalem, Jerusalem, Israel
2015 – 2018
publications
See the publications page for a full list with abstracts and links.
awards
NeurIPS Top Reviewer
2025
Dean’s Honor List, The Hebrew University of Jerusalem (MSc).
2021
Participant in Weizmann Institute Amos de-Shalit Ulpana for excellent students in Physics.
2017
Excellent Students in Computer Science Program (BSc).
2016
service
PhD representative
Gender Equality Program, MPI-IS
Collaborated with institute leadership to implement gender equality and diversity initiatives.
2022 – 2024
Committee Member
Athena Group, MPI-IS
Organizing monthly lunches at the Tübingen site to discuss and promote diversity and inclusion.
2023 – 2025
skills
Python
MATLAB
C,C++
PyTorch
Scikit-Learn
Git